{
  "@context": "https://schema.org/",
  "@type": "Dataset",
  "name": "US College Majors ROI & State Tuition Benchmarks Dataset 2026",
  "description": "College majors starting salary, mid-career salary, unemployment rate, degree ROI payback benchmarks, and state-by-state public/private tuition and room-and-board costs from NCES IPEDS, BLS, and College Scorecard.",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "creator": {
    "@type": "Organization",
    "name": "DegreeCalc",
    "url": "https://degreecalc.com"
  },
  "datePublished": "2026-04-26",
  "version": "2026.10.18",
  "variableMeasured": [
    "startingSalary",
    "midCareerSalary",
    "roiPercent",
    "inStateTuition",
    "outOfStateTuition"
  ],
  "records": 150,
  "majors": [
    {
      "slug": "computer-science",
      "name": "Computer Science",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 45000,
      "avgStartingSalary": 85000,
      "avgMidCareerSalary": 130000,
      "avgLateCareerSalary": 165000,
      "unemploymentRate": 2.1,
      "underemploymentRate": 12,
      "roiPaybackYears": 2.8,
      "lifetimeEarningsPremium": 1200000,
      "popularSchools": [
        "MIT",
        "Stanford",
        "Carnegie Mellon",
        "UC Berkeley",
        "Georgia Tech"
      ],
      "topEmployers": [
        "Google",
        "Microsoft",
        "Amazon",
        "Apple",
        "Meta"
      ],
      "relatedMajors": [
        "software-engineering",
        "data-science",
        "information-technology"
      ],
      "skills": [
        "Programming",
        "Algorithms",
        "Data Structures",
        "Machine Learning"
      ],
      "jobTitles": [
        "Software Engineer",
        "Data Scientist",
        "Product Manager"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 72,
      "femalePercentage": 22,
      "onlineAvailable": true,
      "description": "Study of computation, algorithms, and information systems.",
      "medianStartingSalary": 75000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "data-science",
      "name": "Data Science",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 46000,
      "avgStartingSalary": 82000,
      "avgMidCareerSalary": 125000,
      "avgLateCareerSalary": 155000,
      "unemploymentRate": 2.3,
      "underemploymentRate": 10,
      "roiPaybackYears": 3,
      "lifetimeEarningsPremium": 1100000,
      "popularSchools": [
        "MIT",
        "UC Berkeley",
        "Stanford",
        "University of Michigan",
        "NYU"
      ],
      "topEmployers": [
        "Google",
        "Amazon",
        "Meta",
        "IBM",
        "Microsoft"
      ],
      "relatedMajors": [
        "computer-science",
        "statistics",
        "mathematics"
      ],
      "skills": [
        "Python",
        "Machine Learning",
        "Statistics",
        "SQL",
        "Data Visualization"
      ],
      "jobTitles": [
        "Data Scientist",
        "Data Analyst",
        "ML Engineer"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 70,
      "femalePercentage": 30,
      "onlineAvailable": true,
      "description": "Interdisciplinary field combining statistics, computer science, and domain knowledge to extract insights from data.",
      "medianStartingSalary": 72000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "software-engineering",
      "name": "Software Engineering",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 44000,
      "avgStartingSalary": 88000,
      "avgMidCareerSalary": 128000,
      "avgLateCareerSalary": 160000,
      "unemploymentRate": 2,
      "underemploymentRate": 11,
      "roiPaybackYears": 2.7,
      "lifetimeEarningsPremium": 1180000,
      "popularSchools": [
        "Carnegie Mellon",
        "MIT",
        "Stanford",
        "University of Waterloo",
        "Georgia Tech"
      ],
      "topEmployers": [
        "Google",
        "Microsoft",
        "Apple",
        "Amazon",
        "Salesforce"
      ],
      "relatedMajors": [
        "computer-science",
        "information-technology",
        "cybersecurity"
      ],
      "skills": [
        "Software Design",
        "Testing",
        "Agile",
        "DevOps",
        "Programming"
      ],
      "jobTitles": [
        "Software Developer",
        "DevOps Engineer",
        "QA Engineer"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 71,
      "femalePercentage": 20,
      "onlineAvailable": true,
      "description": "Application of engineering principles to software development processes.",
      "medianStartingSalary": 78000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "mathematics",
      "name": "Mathematics",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 40000,
      "avgStartingSalary": 65000,
      "avgMidCareerSalary": 100000,
      "avgLateCareerSalary": 125000,
      "unemploymentRate": 3.5,
      "underemploymentRate": 18,
      "roiPaybackYears": 4.2,
      "lifetimeEarningsPremium": 800000,
      "popularSchools": [
        "MIT",
        "Princeton",
        "Harvard",
        "Stanford",
        "University of Chicago"
      ],
      "topEmployers": [
        "NSA",
        "Google",
        "Goldman Sachs",
        "Jane Street",
        "Citadel"
      ],
      "relatedMajors": [
        "statistics",
        "data-science",
        "physics",
        "actuarial-science"
      ],
      "skills": [
        "Calculus",
        "Linear Algebra",
        "Proof Writing",
        "Abstract Reasoning"
      ],
      "jobTitles": [
        "Actuary",
        "Data Analyst",
        "Quantitative Analyst"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 68,
      "femalePercentage": 42,
      "onlineAvailable": true,
      "description": "Study of numbers, quantities, shapes, and patterns through rigorous logical reasoning.",
      "medianStartingSalary": 58000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "statistics",
      "name": "Statistics",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 41000,
      "avgStartingSalary": 72000,
      "avgMidCareerSalary": 108000,
      "avgLateCareerSalary": 135000,
      "unemploymentRate": 2.8,
      "underemploymentRate": 14,
      "roiPaybackYears": 3.5,
      "lifetimeEarningsPremium": 900000,
      "popularSchools": [
        "Stanford",
        "UC Berkeley",
        "University of Michigan",
        "Carnegie Mellon",
        "Harvard"
      ],
      "topEmployers": [
        "Google",
        "Amazon",
        "Pfizer",
        "JPMorgan",
        "US Census Bureau"
      ],
      "relatedMajors": [
        "data-science",
        "mathematics",
        "actuarial-science"
      ],
      "skills": [
        "Statistical Modeling",
        "R",
        "Python",
        "Probability",
        "Regression Analysis"
      ],
      "jobTitles": [
        "Statistician",
        "Biostatistician",
        "Data Analyst"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 69,
      "femalePercentage": 40,
      "onlineAvailable": true,
      "description": "Science of collecting, analyzing, and interpreting numerical data.",
      "medianStartingSalary": 65000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "physics",
      "name": "Physics",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 42000,
      "avgStartingSalary": 62000,
      "avgMidCareerSalary": 105000,
      "avgLateCareerSalary": 130000,
      "unemploymentRate": 3.8,
      "underemploymentRate": 20,
      "roiPaybackYears": 4.5,
      "lifetimeEarningsPremium": 750000,
      "popularSchools": [
        "MIT",
        "Caltech",
        "Stanford",
        "Princeton",
        "Harvard"
      ],
      "topEmployers": [
        "National Labs",
        "SpaceX",
        "Lockheed Martin",
        "Intel",
        "CERN"
      ],
      "relatedMajors": [
        "mathematics",
        "astronomy",
        "electrical-engineering"
      ],
      "skills": [
        "Quantum Mechanics",
        "Thermodynamics",
        "Lab Research",
        "Mathematical Modeling"
      ],
      "jobTitles": [
        "Physicist",
        "Research Scientist",
        "Lab Engineer"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 65,
      "femalePercentage": 25,
      "onlineAvailable": false,
      "description": "Study of matter, energy, and the fundamental forces of nature.",
      "medianStartingSalary": 55000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "chemistry",
      "name": "Chemistry",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 42000,
      "avgStartingSalary": 55000,
      "avgMidCareerSalary": 85000,
      "avgLateCareerSalary": 110000,
      "unemploymentRate": 4.2,
      "underemploymentRate": 25,
      "roiPaybackYears": 5.5,
      "lifetimeEarningsPremium": 550000,
      "popularSchools": [
        "MIT",
        "Caltech",
        "Stanford",
        "UC Berkeley",
        "Harvard"
      ],
      "topEmployers": [
        "Pfizer",
        "Dow Chemical",
        "BASF",
        "3M",
        "Merck"
      ],
      "relatedMajors": [
        "biochemistry",
        "chemical-engineering",
        "pharmaceutical-sciences"
      ],
      "skills": [
        "Organic Chemistry",
        "Analytical Chemistry",
        "Lab Techniques",
        "Spectroscopy"
      ],
      "jobTitles": [
        "Chemist",
        "Lab Technician",
        "Quality Control Analyst"
      ],
      "enrollmentTrend": "declining",
      "graduationRate": 62,
      "femalePercentage": 48,
      "onlineAvailable": false,
      "description": "Study of substances, their properties, reactions, and transformations.",
      "medianStartingSalary": 48000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "biology",
      "name": "Biology",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 40000,
      "avgStartingSalary": 48000,
      "avgMidCareerSalary": 75000,
      "avgLateCareerSalary": 95000,
      "unemploymentRate": 4.5,
      "underemploymentRate": 30,
      "roiPaybackYears": 6,
      "lifetimeEarningsPremium": 400000,
      "popularSchools": [
        "Harvard",
        "MIT",
        "Stanford",
        "Johns Hopkins",
        "UC San Diego"
      ],
      "topEmployers": [
        "NIH",
        "Pfizer",
        "Amgen",
        "Genentech",
        "CDC"
      ],
      "relatedMajors": [
        "biochemistry",
        "neuroscience",
        "environmental-science"
      ],
      "skills": [
        "Cell Biology",
        "Genetics",
        "Lab Research",
        "Scientific Writing"
      ],
      "jobTitles": [
        "Research Assistant",
        "Lab Technician",
        "Biological Scientist"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 60,
      "femalePercentage": 58,
      "onlineAvailable": true,
      "description": "Study of living organisms and their interactions with the environment.",
      "medianStartingSalary": 42000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "biochemistry",
      "name": "Biochemistry",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 43000,
      "avgStartingSalary": 50000,
      "avgMidCareerSalary": 82000,
      "avgLateCareerSalary": 105000,
      "unemploymentRate": 3.8,
      "underemploymentRate": 26,
      "roiPaybackYears": 5.8,
      "lifetimeEarningsPremium": 480000,
      "popularSchools": [
        "Harvard",
        "MIT",
        "Stanford",
        "Johns Hopkins",
        "UC Berkeley"
      ],
      "topEmployers": [
        "Pfizer",
        "Merck",
        "Roche",
        "NIH",
        "Amgen"
      ],
      "relatedMajors": [
        "biology",
        "chemistry",
        "pharmaceutical-sciences"
      ],
      "skills": [
        "Molecular Biology",
        "Protein Chemistry",
        "Lab Techniques",
        "Research Methods"
      ],
      "jobTitles": [
        "Biochemist",
        "Research Associate",
        "Pharmaceutical Scientist"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 63,
      "femalePercentage": 52,
      "onlineAvailable": false,
      "description": "Study of chemical processes within and relating to living organisms.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "information-technology",
      "name": "Information Technology",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 38000,
      "avgStartingSalary": 70000,
      "avgMidCareerSalary": 100000,
      "avgLateCareerSalary": 125000,
      "unemploymentRate": 2.5,
      "underemploymentRate": 13,
      "roiPaybackYears": 3.2,
      "lifetimeEarningsPremium": 850000,
      "popularSchools": [
        "Georgia Tech",
        "Purdue",
        "Virginia Tech",
        "RIT",
        "Arizona State"
      ],
      "topEmployers": [
        "Amazon",
        "Microsoft",
        "IBM",
        "Cisco",
        "Accenture"
      ],
      "relatedMajors": [
        "computer-science",
        "cybersecurity",
        "information-systems"
      ],
      "skills": [
        "Networking",
        "Cloud Computing",
        "System Administration",
        "IT Security"
      ],
      "jobTitles": [
        "IT Manager",
        "Systems Administrator",
        "Network Engineer"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 65,
      "femalePercentage": 25,
      "onlineAvailable": true,
      "description": "Application of technology to manage and process information for organizations.",
      "medianStartingSalary": 62000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "cybersecurity",
      "name": "Cybersecurity",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 42000,
      "avgStartingSalary": 80000,
      "avgMidCareerSalary": 115000,
      "avgLateCareerSalary": 145000,
      "unemploymentRate": 1.5,
      "underemploymentRate": 8,
      "roiPaybackYears": 3,
      "lifetimeEarningsPremium": 1050000,
      "popularSchools": [
        "Carnegie Mellon",
        "Georgia Tech",
        "MIT",
        "Purdue",
        "University of Maryland"
      ],
      "topEmployers": [
        "NSA",
        "CrowdStrike",
        "Palo Alto Networks",
        "Mandiant",
        "Booz Allen"
      ],
      "relatedMajors": [
        "computer-science",
        "information-technology",
        "information-systems"
      ],
      "skills": [
        "Network Security",
        "Ethical Hacking",
        "Cryptography",
        "Incident Response"
      ],
      "jobTitles": [
        "Security Analyst",
        "Penetration Tester",
        "CISO"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 68,
      "femalePercentage": 18,
      "onlineAvailable": true,
      "description": "Protection of computer systems and networks from cyber threats and unauthorized access.",
      "medianStartingSalary": 70000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "environmental-science",
      "name": "Environmental Science",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 39000,
      "avgStartingSalary": 50000,
      "avgMidCareerSalary": 72000,
      "avgLateCareerSalary": 90000,
      "unemploymentRate": 5,
      "underemploymentRate": 30,
      "roiPaybackYears": 6.5,
      "lifetimeEarningsPremium": 350000,
      "popularSchools": [
        "Stanford",
        "UC Berkeley",
        "Yale",
        "Cornell",
        "University of Michigan"
      ],
      "topEmployers": [
        "EPA",
        "NOAA",
        "EDF",
        "Nature Conservancy",
        "AECOM"
      ],
      "relatedMajors": [
        "biology",
        "geology",
        "sustainability-studies"
      ],
      "skills": [
        "GIS",
        "Environmental Monitoring",
        "Data Analysis",
        "Field Research"
      ],
      "jobTitles": [
        "Environmental Scientist",
        "Conservation Specialist",
        "Sustainability Analyst"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 60,
      "femalePercentage": 55,
      "onlineAvailable": true,
      "description": "Interdisciplinary study of the environment and solutions to environmental problems.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "neuroscience",
      "name": "Neuroscience",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 45000,
      "avgStartingSalary": 50000,
      "avgMidCareerSalary": 80000,
      "avgLateCareerSalary": 110000,
      "unemploymentRate": 4,
      "underemploymentRate": 28,
      "roiPaybackYears": 6,
      "lifetimeEarningsPremium": 450000,
      "popularSchools": [
        "MIT",
        "Johns Hopkins",
        "Stanford",
        "Harvard",
        "UCLA"
      ],
      "topEmployers": [
        "NIH",
        "Pfizer",
        "Medtronic",
        "Mayo Clinic",
        "Boston Scientific"
      ],
      "relatedMajors": [
        "biology",
        "psychology",
        "biochemistry"
      ],
      "skills": [
        "Brain Imaging",
        "Cognitive Science",
        "Lab Research",
        "Statistical Analysis"
      ],
      "jobTitles": [
        "Research Assistant",
        "Neuroscience Researcher",
        "Clinical Coordinator"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 64,
      "femalePercentage": 54,
      "onlineAvailable": false,
      "description": "Study of the nervous system, brain function, and behavior.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "astronomy",
      "name": "Astronomy",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 42000,
      "avgStartingSalary": 50000,
      "avgMidCareerSalary": 88000,
      "avgLateCareerSalary": 110000,
      "unemploymentRate": 4.5,
      "underemploymentRate": 25,
      "roiPaybackYears": 5.5,
      "lifetimeEarningsPremium": 500000,
      "popularSchools": [
        "Caltech",
        "MIT",
        "Princeton",
        "Harvard",
        "University of Arizona"
      ],
      "topEmployers": [
        "NASA",
        "SpaceX",
        "JPL",
        "NOAA",
        "National Observatories"
      ],
      "relatedMajors": [
        "physics",
        "mathematics",
        "aerospace-engineering"
      ],
      "skills": [
        "Astrophysics",
        "Telescope Operation",
        "Data Analysis",
        "Computational Modeling"
      ],
      "jobTitles": [
        "Astronomer",
        "Research Scientist",
        "Data Analyst"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 62,
      "femalePercentage": 30,
      "onlineAvailable": false,
      "description": "Study of celestial objects, space phenomena, and the universe.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "geology",
      "name": "Geology",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 38000,
      "avgStartingSalary": 50000,
      "avgMidCareerSalary": 82000,
      "avgLateCareerSalary": 105000,
      "unemploymentRate": 4,
      "underemploymentRate": 22,
      "roiPaybackYears": 5,
      "lifetimeEarningsPremium": 520000,
      "popularSchools": [
        "Colorado School of Mines",
        "Stanford",
        "MIT",
        "Penn State",
        "University of Texas"
      ],
      "topEmployers": [
        "ExxonMobil",
        "USGS",
        "Chevron",
        "Schlumberger",
        "Environmental Consulting Firms"
      ],
      "relatedMajors": [
        "environmental-science",
        "geography",
        "mining-engineering"
      ],
      "skills": [
        "Mineralogy",
        "GIS",
        "Field Mapping",
        "Geochemistry"
      ],
      "jobTitles": [
        "Geologist",
        "Geophysicist",
        "Environmental Consultant"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 63,
      "femalePercentage": 38,
      "onlineAvailable": false,
      "description": "Study of the Earth's physical structure, substances, processes, and history.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "actuarial-science",
      "name": "Actuarial Science",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 40000,
      "avgStartingSalary": 50000,
      "avgMidCareerSalary": 120000,
      "avgLateCareerSalary": 155000,
      "unemploymentRate": 1.8,
      "underemploymentRate": 8,
      "roiPaybackYears": 3,
      "lifetimeEarningsPremium": 1050000,
      "popularSchools": [
        "University of Wisconsin",
        "University of Illinois",
        "Penn State",
        "Purdue",
        "University of Connecticut"
      ],
      "topEmployers": [
        "Aon",
        "Mercer",
        "Milliman",
        "Deloitte",
        "MetLife"
      ],
      "relatedMajors": [
        "mathematics",
        "statistics",
        "finance"
      ],
      "skills": [
        "Probability",
        "Risk Assessment",
        "Financial Modeling",
        "VBA/Excel"
      ],
      "jobTitles": [
        "Actuary",
        "Risk Analyst",
        "Insurance Underwriter"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 72,
      "femalePercentage": 40,
      "onlineAvailable": true,
      "description": "Application of mathematical and statistical methods to assess risk in insurance, finance, and other industries.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "biomedical-science",
      "name": "Biomedical Science",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 43000,
      "avgStartingSalary": 50000,
      "avgMidCareerSalary": 78000,
      "avgLateCareerSalary": 100000,
      "unemploymentRate": 3.5,
      "underemploymentRate": 24,
      "roiPaybackYears": 5.8,
      "lifetimeEarningsPremium": 440000,
      "popularSchools": [
        "Johns Hopkins",
        "Duke",
        "University of Michigan",
        "Emory",
        "Case Western"
      ],
      "topEmployers": [
        "Pfizer",
        "Johnson & Johnson",
        "NIH",
        "Abbott",
        "Medtronic"
      ],
      "relatedMajors": [
        "biology",
        "biochemistry",
        "neuroscience"
      ],
      "skills": [
        "Cell Biology",
        "Immunology",
        "Clinical Research",
        "Lab Techniques"
      ],
      "jobTitles": [
        "Research Associate",
        "Clinical Lab Scientist",
        "Medical Writer"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 62,
      "femalePercentage": 60,
      "onlineAvailable": false,
      "description": "Study of the biological and medical sciences underlying human health and disease.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "applied-mathematics",
      "name": "Applied Mathematics",
      "category": "STEM",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 41000,
      "avgStartingSalary": 50000,
      "avgMidCareerSalary": 110000,
      "avgLateCareerSalary": 140000,
      "unemploymentRate": 2.5,
      "underemploymentRate": 12,
      "roiPaybackYears": 3.5,
      "lifetimeEarningsPremium": 950000,
      "popularSchools": [
        "MIT",
        "Harvard",
        "Stanford",
        "Brown",
        "Columbia"
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        "Google",
        "Two Sigma",
        "Citadel",
        "Boeing"
      ],
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        "data-science",
        "physics"
      ],
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        "Numerical Methods",
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        "University of Hawaii",
        "Oregon State",
        "Duke"
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        "NOAA",
        "Monterey Bay Aquarium",
        "USGS",
        "Woods Hole",
        "National Aquarium"
      ],
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        "biology",
        "environmental-science",
        "oceanography"
      ],
      "skills": [
        "Scuba Diving",
        "Marine Ecology",
        "Field Research",
        "Water Quality Analysis"
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        "Environmental Consultant"
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        "Johns Hopkins",
        "UC San Diego",
        "University of Pennsylvania"
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        "Amgen",
        "Moderna",
        "Illumina",
        "Thermo Fisher"
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        "biochemistry",
        "biology",
        "biomedical-engineering"
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        "PCR",
        "Bioinformatics",
        "Cell Culture"
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        "Lab Manager"
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        "UNC Chapel Hill",
        "University of Minnesota",
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        "Purdue"
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        "Pfizer",
        "Merck",
        "Johnson & Johnson",
        "AbbVie",
        "Eli Lilly"
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        "chemistry",
        "biochemistry",
        "biology"
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        "Drug Formulation",
        "Clinical Trials",
        "Regulatory Affairs"
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      "jobTitles": [
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        "Regulatory Affairs Specialist",
        "Clinical Research Associate"
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        "Penn State",
        "UC Santa Barbara",
        "University of Wisconsin",
        "Ohio State",
        "Texas A&M"
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        "Esri",
        "Google",
        "USGS",
        "US Census Bureau",
        "Apple Maps"
      ],
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        "geography",
        "environmental-science",
        "computer-science"
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        "Remote Sensing",
        "Spatial Analysis",
        "Cartography"
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        "Geospatial Developer",
        "Urban Planner"
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        "Cornell",
        "UC Davis",
        "University of Wisconsin",
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        "Penn State"
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        "PepsiCo",
        "Nestlé",
        "General Mills",
        "Kraft Heinz",
        "FDA"
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      "relatedMajors": [
        "nutrition",
        "chemistry",
        "biology"
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      "skills": [
        "Food Safety",
        "Food Processing",
        "Quality Control",
        "Sensory Evaluation"
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      "jobTitles": [
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        "Quality Assurance Manager",
        "Product Developer"
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      "enrollmentTrend": "stable",
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        "UC San Diego",
        "Stanford",
        "Carnegie Mellon",
        "UC Berkeley"
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        "Apple",
        "Microsoft",
        "Meta",
        "UX Research Firms"
      ],
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        "psychology",
        "computer-science"
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        "UX Research",
        "Experimental Design",
        "Programming",
        "Human-Computer Interaction"
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        "UX Researcher",
        "Product Manager",
        "AI Research Scientist"
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      "description": "Interdisciplinary study of mind and intelligence, combining psychology, neuroscience, AI, and philosophy.",
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        "Georgia Tech",
        "University of Michigan",
        "Caltech"
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        "Boeing",
        "Lockheed Martin",
        "Tesla",
        "GE",
        "SpaceX"
      ],
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        "civil-engineering",
        "industrial-engineering"
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      "skills": [
        "CAD",
        "Thermodynamics",
        "Fluid Mechanics",
        "Materials Science"
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        "Mechanical Engineer",
        "Design Engineer",
        "Manufacturing Engineer"
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      "enrollmentTrend": "stable",
      "graduationRate": 65,
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      "onlineAvailable": false,
      "description": "Design, analysis, and manufacturing of mechanical systems and thermal devices.",
      "medianStartingSalary": 70000,
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    {
      "slug": "electrical-engineering",
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        "MIT",
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        "Georgia Tech",
        "UC Berkeley",
        "Caltech"
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        "Intel",
        "Texas Instruments",
        "Qualcomm",
        "Apple",
        "Tesla"
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        "computer-engineering",
        "mechanical-engineering",
        "physics"
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        "Circuit Design",
        "Signal Processing",
        "Embedded Systems",
        "Power Systems"
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      "jobTitles": [
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        "Hardware Engineer",
        "Controls Engineer"
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      "enrollmentTrend": "stable",
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      "onlineAvailable": false,
      "description": "Study of electricity, electronics, and electromagnetism for practical applications.",
      "medianStartingSalary": 72000,
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      "slug": "civil-engineering",
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        "MIT",
        "UC Berkeley",
        "Stanford",
        "Georgia Tech",
        "University of Illinois"
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        "AECOM",
        "Bechtel",
        "Jacobs",
        "US Army Corps of Engineers",
        "Kiewit"
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        "mechanical-engineering",
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        "construction-management"
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        "Structural Analysis",
        "AutoCAD",
        "Surveying",
        "Project Management"
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        "Project Manager"
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      "enrollmentTrend": "stable",
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      "onlineAvailable": false,
      "description": "Design and construction of infrastructure including roads, bridges, and buildings.",
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    {
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        "Caltech",
        "UC Berkeley",
        "Georgia Tech"
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        "ExxonMobil",
        "Dow Chemical",
        "BASF",
        "Chevron",
        "3M"
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        "chemistry",
        "mechanical-engineering",
        "petroleum-engineering"
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      "skills": [
        "Process Design",
        "Thermodynamics",
        "Reactor Design",
        "Mass Transfer"
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        "Plant Manager"
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      "description": "Application of chemistry, physics, and math to design processes for producing chemicals, fuels, and materials.",
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        "Johns Hopkins",
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        "Duke",
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        "Georgia Tech"
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        "Medtronic",
        "Boston Scientific",
        "Stryker",
        "Abbott",
        "Johnson & Johnson"
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        "electrical-engineering",
        "mechanical-engineering",
        "biomedical-science"
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        "Biomechanics",
        "Biomaterials",
        "Signal Processing"
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        "Clinical Engineer",
        "R&D Engineer"
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      "enrollmentTrend": "growing",
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      "onlineAvailable": false,
      "description": "Application of engineering principles to healthcare and medical device development.",
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        "Georgia Tech",
        "University of Michigan",
        "Purdue"
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        "Boeing",
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        "SpaceX",
        "Northrop Grumman",
        "NASA"
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        "mechanical-engineering",
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        "electrical-engineering"
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        "Propulsion",
        "Orbital Mechanics",
        "CAD/FEA"
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        "Systems Engineer"
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        "MIT",
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        "Carnegie Mellon",
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        "Georgia Tech"
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        "Intel",
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        "Nvidia",
        "Qualcomm",
        "AMD"
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        "electrical-engineering",
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        "software-engineering"
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        "FPGA Programming"
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        "Systems Architect"
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        "Georgia Tech",
        "University of Michigan",
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        "Virginia Tech",
        "Penn State"
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        "Amazon",
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        "McKinsey",
        "Toyota",
        "UPS"
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        "Supply Chain Optimization"
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        "Supply Chain Analyst"
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      "enrollmentTrend": "stable",
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        "Stanford",
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        "UC Berkeley",
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        "Georgia Tech"
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        "AECOM",
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        "Jacobs",
        "HDR",
        "Arcadis"
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        "Waste Management",
        "Environmental Impact Assessment"
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        "Water Resources Engineer"
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      "medianStartingSalary": 58000,
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    },
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        "MIT",
        "Stanford",
        "Northwestern",
        "UC Berkeley",
        "Georgia Tech"
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        "Intel",
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        "3M",
        "Corning",
        "Boeing"
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        "physics"
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        "Metallurgist"
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    },
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        "Colorado School of Mines",
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        "University of Texas",
        "Stanford",
        "University of Tulsa"
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        "ExxonMobil",
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        "Shell",
        "Schlumberger",
        "Halliburton"
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        "chemical-engineering",
        "geology",
        "mechanical-engineering"
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        "Drilling",
        "Production Optimization",
        "Geomechanics"
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        "Drilling Engineer"
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      "enrollmentTrend": "declining",
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      "onlineAvailable": false,
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    },
    {
      "slug": "nuclear-engineering",
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        "GE",
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        "BHP",
        "Newmont",
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        "Nike",
        "Unilever",
        "Amazon"
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        "advertising"
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        "Analytics"
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        "Digital Marketing Specialist"
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        "General Electric"
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        "University of Tennessee"
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        "Indiana University"
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        "IBM",
        "Amazon",
        "Microsoft"
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        "Consulting"
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        "Innovation"
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        "University of Minnesota",
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        "Purdue"
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        "Workday"
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        "HR Analytics"
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        "University of Florida"
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        "Cushman & Wakefield",
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        "Georgetown",
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        "Thunderbird"
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        "Amazon"
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        "Four Seasons"
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        "UPS",
        "Procter & Gamble"
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        "Plant Manager"
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        "University of Pennsylvania",
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        "Emory"
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        "Mayo Clinic",
        "Cleveland Clinic",
        "VA Hospitals"
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        "public-health",
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        "biology"
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        "Critical Thinking"
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        "Clinical Nurse Specialist"
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    },
    {
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        "Johns Hopkins",
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        "University of Michigan",
        "Columbia",
        "Emory"
      ],
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        "CDC",
        "WHO",
        "NIH",
        "State Health Departments",
        "Kaiser Permanente"
      ],
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        "nursing",
        "biology",
        "health-sciences"
      ],
      "skills": [
        "Epidemiology",
        "Biostatistics",
        "Health Policy",
        "Community Health"
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        "Epidemiologist",
        "Health Educator",
        "Public Health Analyst"
      ],
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    },
    {
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        "University of Florida",
        "Boston University",
        "University of South Florida",
        "Quinnipiac",
        "Marquette"
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        "Hospitals",
        "Medical Device Companies",
        "Public Health Agencies",
        "Research Labs",
        "Clinics"
      ],
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        "public-health",
        "nursing",
        "biology"
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        "Anatomy",
        "Physiology",
        "Health Assessment",
        "Research Methods"
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        "Health Educator",
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        "Research Assistant"
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    {
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        "Tufts",
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        "University of California Davis",
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        "University of Minnesota"
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        "Hospitals",
        "Schools",
        "WIC Programs",
        "Sports Teams",
        "Private Practice"
      ],
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        "food-science",
        "health-sciences",
        "biology"
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        "Clinical Nutrition",
        "Meal Planning",
        "Nutritional Assessment",
        "Counseling"
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        "Registered Dietitian",
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        "Clinical Nutrition Manager"
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        "University of Michigan",
        "UCLA",
        "Penn State",
        "University of Texas",
        "Indiana University"
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        "Hospitals",
        "Sports Teams",
        "Physical Therapy Clinics",
        "Fitness Centers",
        "Schools"
      ],
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        "exercise-science",
        "health-sciences",
        "biology"
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        "Exercise Physiology",
        "Motor Learning",
        "Rehabilitation"
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      "jobTitles": [
        "Physical Therapist Assistant",
        "Athletic Trainer",
        "Exercise Physiologist"
      ],
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      "onlineAvailable": false,
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    {
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        "University of Southern California",
        "Boston University",
        "Washington University",
        "Colorado State",
        "University of Illinois Chicago"
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        "Hospitals",
        "Rehab Centers",
        "Schools",
        "Home Health Agencies",
        "Nursing Homes"
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        "kinesiology",
        "health-sciences",
        "psychology"
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        "Patient Assessment",
        "Treatment Planning",
        "Adaptive Equipment",
        "Rehabilitation"
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      "jobTitles": [
        "Occupational Therapist",
        "Hand Therapist",
        "Pediatric OT"
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      "onlineAvailable": false,
      "description": "Helping patients develop, recover, and maintain skills for daily living and working.",
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    {
      "slug": "dental-hygiene",
      "name": "Dental Hygiene",
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        "University of Michigan",
        "UNC Chapel Hill",
        "University of Minnesota",
        "Idaho State",
        "Oregon Health & Science"
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        "Dental Practices",
        "Hospitals",
        "Community Health Centers",
        "VA Hospitals",
        "Public Health Programs"
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        "health-sciences",
        "biology",
        "public-health"
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      "skills": [
        "Oral Assessment",
        "Periodontal Therapy",
        "Radiography",
        "Patient Education"
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      "jobTitles": [
        "Dental Hygienist",
        "Public Health Dental Hygienist",
        "Clinical Educator"
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      "enrollmentTrend": "stable",
      "graduationRate": 85,
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      "onlineAvailable": false,
      "description": "Preventive oral healthcare including teeth cleaning, examination, and patient education.",
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        "Indiana University",
        "University of Illinois Chicago",
        "University of Michigan",
        "Oregon Health & Science",
        "Georgia Tech"
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        "Epic Systems",
        "Cerner",
        "Optum",
        "Mayo Clinic",
        "VA Hospitals"
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      "relatedMajors": [
        "information-systems",
        "health-sciences",
        "computer-science"
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      "skills": [
        "EHR Systems",
        "Health Data Analytics",
        "Database Management",
        "Clinical Workflows"
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      "jobTitles": [
        "Health IT Specialist",
        "Clinical Informatics Analyst",
        "EHR Implementation Consultant"
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      "enrollmentTrend": "growing",
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      "onlineAvailable": true,
      "description": "Application of information technology and data science to healthcare delivery and management.",
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    },
    {
      "slug": "exercise-science",
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      "lifetimeEarningsPremium": 250000,
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        "University of Michigan",
        "Penn State",
        "University of Florida",
        "Indiana University",
        "University of Georgia"
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      "topEmployers": [
        "YMCA",
        "Hospitals",
        "Sports Teams",
        "Fitness Centers",
        "Corporate Wellness"
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      "relatedMajors": [
        "kinesiology",
        "health-sciences",
        "nutrition"
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      "skills": [
        "Exercise Prescription",
        "Fitness Testing",
        "Anatomy",
        "Physiology"
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      "jobTitles": [
        "Exercise Physiologist",
        "Strength Coach",
        "Cardiac Rehab Specialist"
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      "enrollmentTrend": "stable",
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      "onlineAvailable": false,
      "description": "Study of how exercise and physical activity impact the human body.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "speech-language-pathology",
      "name": "Speech-Language Pathology",
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      "lifetimeEarningsPremium": 480000,
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        "University of Iowa",
        "Northwestern",
        "Vanderbilt",
        "University of Wisconsin",
        "University of Washington"
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      "topEmployers": [
        "Schools",
        "Hospitals",
        "Rehab Centers",
        "Private Practice",
        "Home Health Agencies"
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        "psychology",
        "health-sciences",
        "neuroscience"
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      "skills": [
        "Speech Assessment",
        "Language Therapy",
        "Swallowing Disorders",
        "Articulation"
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      "jobTitles": [
        "Speech-Language Pathologist",
        "Speech Therapist",
        "Clinical Fellow"
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      "enrollmentTrend": "growing",
      "graduationRate": 78,
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      "onlineAvailable": false,
      "description": "Assessment and treatment of communication and swallowing disorders.",
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    },
    {
      "slug": "pharmacy",
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      "lifetimeEarningsPremium": 950000,
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        "University of Michigan",
        "UNC Chapel Hill",
        "University of Minnesota",
        "University of California San Francisco",
        "Ohio State"
      ],
      "topEmployers": [
        "CVS Health",
        "Walgreens",
        "Hospitals",
        "Rite Aid",
        "Costco"
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      "relatedMajors": [
        "pharmaceutical-sciences",
        "chemistry",
        "biology"
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      "skills": [
        "Pharmacology",
        "Drug Interactions",
        "Patient Counseling",
        "Compounding"
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      "jobTitles": [
        "Pharmacist",
        "Clinical Pharmacist",
        "Pharmacy Manager"
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      "enrollmentTrend": "declining",
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      "onlineAvailable": false,
      "description": "Preparation, dispensing, and proper use of medications for patient care.",
      "medianStartingSalary": 45000,
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    },
    {
      "slug": "radiologic-technology",
      "name": "Radiologic Technology",
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      "lifetimeEarningsPremium": 500000,
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        "Indiana University",
        "Loma Linda",
        "University of Iowa",
        "OHSU",
        "University of Alabama Birmingham"
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        "Hospitals",
        "Imaging Centers",
        "VA Hospitals",
        "Outpatient Clinics",
        "Urgent Care Centers"
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        "health-sciences",
        "nursing",
        "biomedical-engineering"
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      "skills": [
        "Medical Imaging",
        "Radiation Safety",
        "Patient Positioning",
        "CT/MRI Operation"
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      "jobTitles": [
        "Radiologic Technologist",
        "MRI Technologist",
        "CT Technologist"
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      "enrollmentTrend": "stable",
      "graduationRate": 82,
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      "onlineAvailable": false,
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    },
    {
      "slug": "respiratory-therapy",
      "name": "Respiratory Therapy",
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      "lifetimeEarningsPremium": 450000,
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        "University of Missouri",
        "Boise State",
        "Georgia State",
        "University of Texas Health",
        "Rush University"
      ],
      "topEmployers": [
        "Hospitals",
        "Home Health Agencies",
        "Sleep Centers",
        "Neonatal Units",
        "Long-Term Care"
      ],
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        "nursing",
        "health-sciences",
        "biology"
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      "skills": [
        "Ventilator Management",
        "Airway Management",
        "Pulmonary Function Testing",
        "Critical Care"
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      "jobTitles": [
        "Respiratory Therapist",
        "Pulmonary Function Technologist",
        "Critical Care RT"
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      "enrollmentTrend": "growing",
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      "onlineAvailable": false,
      "description": "Treatment and management of patients with breathing disorders and cardiopulmonary conditions.",
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    },
    {
      "slug": "healthcare-administration",
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      "lifetimeEarningsPremium": 600000,
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        "University of Michigan",
        "UNC Chapel Hill",
        "Virginia Commonwealth",
        "University of Minnesota",
        "George Washington"
      ],
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        "HCA Healthcare",
        "Kaiser Permanente",
        "UnitedHealth Group",
        "Hospitals",
        "Insurance Companies"
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      "relatedMajors": [
        "public-health",
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        "health-informatics"
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      "skills": [
        "Healthcare Policy",
        "Budgeting",
        "Compliance",
        "Quality Improvement"
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      "jobTitles": [
        "Hospital Administrator",
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        "Practice Manager"
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      "enrollmentTrend": "growing",
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      "onlineAvailable": true,
      "description": "Management and administration of healthcare organizations and systems.",
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      "slug": "english",
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      "lifetimeEarningsPremium": 220000,
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        "Harvard",
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        "Stanford",
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        "Princeton"
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        "Publishing Houses",
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        "Media Companies",
        "Tech Companies"
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        "creative-writing",
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        "journalism"
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        "Critical Analysis",
        "Research",
        "Editing"
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      "jobTitles": [
        "Content Writer",
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        "Technical Writer",
        "Teacher"
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      "enrollmentTrend": "declining",
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      "onlineAvailable": true,
      "description": "Study of the English language, literature, and written expression.",
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      "slug": "history",
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      "lifetimeEarningsPremium": 200000,
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        "Harvard",
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        "Princeton",
        "Stanford",
        "University of Chicago"
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        "Schools",
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        "Government",
        "Archives",
        "Non-Profits"
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        "political-science",
        "philosophy",
        "english"
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        "Research",
        "Writing",
        "Critical Thinking",
        "Archival Analysis"
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        "Historian",
        "Archivist",
        "Museum Curator",
        "Teacher"
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      "enrollmentTrend": "declining",
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      "onlineAvailable": true,
      "description": "Study of past events, civilizations, and their impact on the modern world.",
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    },
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      "slug": "philosophy",
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        "NYU",
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        "Princeton",
        "MIT",
        "University of Pittsburgh"
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        "Non-Profits",
        "Consulting Firms",
        "Government"
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        "political-science",
        "english",
        "religious-studies"
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        "Logic",
        "Ethics",
        "Critical Reasoning",
        "Argumentation"
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      "jobTitles": [
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        "Professor"
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      "onlineAvailable": true,
      "description": "Study of fundamental questions about existence, knowledge, values, reason, and ethics.",
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        "University of Iowa",
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        "Columbia",
        "Emerson",
        "University of Michigan"
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        "Publishing Houses",
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        "Advertising Agencies",
        "Self-Employed",
        "Entertainment Industry"
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        "english",
        "journalism",
        "communications"
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      "skills": [
        "Fiction Writing",
        "Poetry",
        "Screenwriting",
        "Editing"
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      "jobTitles": [
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        "Content Creator",
        "Copywriter"
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      "enrollmentTrend": "stable",
      "graduationRate": 58,
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      "onlineAvailable": true,
      "description": "Development of original literary works including fiction, poetry, and creative nonfiction.",
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    },
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      "slug": "religious-studies",
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        "Harvard",
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        "Princeton",
        "Duke"
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        "University of Wisconsin",
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        "University of Oregon"
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        "Arizona State",
        "Stanford",
        "Columbia",
        "Yale",
        "University of Michigan"
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        "EPA",
        "NGOs",
        "Consulting Firms",
        "Corporations",
        "Renewable Energy Companies"
      ],
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        "environmental-science",
        "urban-planning",
        "economics"
      ],
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        "Environmental Policy",
        "Lifecycle Analysis",
        "Carbon Accounting",
        "Community Engagement"
      ],
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        "Environmental Consultant",
        "CSR Manager"
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        "University of Michigan",
        "University of Chicago",
        "Harvard",
        "UC Berkeley",
        "Brown"
      ],
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        "CRM Firms",
        "Museums",
        "National Park Service",
        "Universities",
        "Government"
      ],
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        "anthropology",
        "history",
        "classics"
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        "Excavation",
        "Artifact Analysis",
        "GIS",
        "Radiocarbon Dating"
      ],
      "jobTitles": [
        "Archaeologist",
        "CRM Specialist",
        "Museum Curator",
        "Field Director"
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        "Parsons",
        "CalArts",
        "Pratt",
        "SVA"
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        "Apple",
        "Nike",
        "Google",
        "Advertising Agencies",
        "Design Studios"
      ],
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        "ux-design",
        "fine-arts",
        "animation"
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        "Adobe Creative Suite",
        "Typography",
        "Layout Design",
        "Branding"
      ],
      "jobTitles": [
        "Graphic Designer",
        "Art Director",
        "Brand Designer",
        "Visual Designer"
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      "onlineAvailable": true,
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    },
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        "Carnegie Mellon",
        "Stanford",
        "Georgia Tech",
        "MIT",
        "University of Michigan"
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        "Google",
        "Apple",
        "Microsoft",
        "Amazon",
        "Meta"
      ],
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        "graphic-design",
        "cognitive-science",
        "computer-science"
      ],
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        "User Research",
        "Wireframing",
        "Prototyping",
        "Figma/Sketch",
        "Usability Testing"
      ],
      "jobTitles": [
        "UX Designer",
        "Product Designer",
        "UX Researcher",
        "Interaction Designer"
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      "onlineAvailable": true,
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        "MIT",
        "Cornell",
        "Columbia",
        "Rice",
        "SCI-Arc"
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        "Gensler",
        "SOM",
        "HOK",
        "Perkins&Will",
        "Foster + Partners"
      ],
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        "interior-design",
        "civil-engineering",
        "urban-planning"
      ],
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        "AutoCAD",
        "Revit",
        "3D Modeling",
        "Building Codes",
        "Sustainability"
      ],
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        "Architect",
        "Design Manager",
        "Urban Designer",
        "Project Architect"
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      "enrollmentTrend": "stable",
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      "description": "Design of buildings and structures balancing aesthetics, function, and safety.",
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    },
    {
      "slug": "interior-design",
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        "Pratt",
        "RISD",
        "Savannah College of Art and Design",
        "Parsons",
        "Cornell"
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        "Gensler",
        "HOK",
        "Design Firms",
        "Pottery Barn",
        "Restoration Hardware"
      ],
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        "architecture",
        "graphic-design",
        "fine-arts"
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      "skills": [
        "Space Planning",
        "AutoCAD",
        "3D Rendering",
        "Material Selection",
        "Color Theory"
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      "jobTitles": [
        "Interior Designer",
        "Space Planner",
        "Design Consultant"
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      "enrollmentTrend": "stable",
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      "onlineAvailable": true,
      "description": "Design of interior spaces for functionality, safety, and aesthetic appeal.",
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      "medianMidCareerSalary": 0
    },
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        "RISD",
        "Yale",
        "School of the Art Institute of Chicago",
        "CalArts",
        "Parsons"
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      "topEmployers": [
        "Galleries",
        "Museums",
        "Self-Employed",
        "Schools",
        "Design Firms"
      ],
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        "graphic-design",
        "art-history",
        "animation"
      ],
      "skills": [
        "Drawing",
        "Painting",
        "Sculpture",
        "Mixed Media",
        "Portfolio Development"
      ],
      "jobTitles": [
        "Artist",
        "Art Teacher",
        "Gallery Manager",
        "Art Therapist"
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      "enrollmentTrend": "declining",
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      "femalePercentage": 65,
      "onlineAvailable": false,
      "description": "Practice and study of visual arts including painting, sculpture, and mixed media.",
      "medianStartingSalary": 45000,
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    },
    {
      "slug": "animation",
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      "lifetimeEarningsPremium": 520000,
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        "CalArts",
        "Ringling",
        "Savannah College of Art and Design",
        "USC",
        "DigiPen"
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      "topEmployers": [
        "Pixar",
        "Disney",
        "EA",
        "Riot Games",
        "DreamWorks"
      ],
      "relatedMajors": [
        "graphic-design",
        "computer-science",
        "film-studies"
      ],
      "skills": [
        "3D Animation",
        "Character Design",
        "Unity/Unreal",
        "Storyboarding"
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      "jobTitles": [
        "Animator",
        "Game Designer",
        "3D Artist",
        "Motion Graphics Designer"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 60,
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      "onlineAvailable": true,
      "description": "Creation of animated content and interactive game experiences.",
      "medianStartingSalary": 45000,
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    },
    {
      "slug": "fashion-design",
      "name": "Fashion Design",
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        "Parsons",
        "FIT",
        "RISD",
        "Central Saint Martins",
        "Pratt"
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      "topEmployers": [
        "LVMH",
        "Nike",
        "Ralph Lauren",
        "PVH",
        "Tapestry"
      ],
      "relatedMajors": [
        "interior-design",
        "graphic-design",
        "fine-arts"
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      "skills": [
        "Pattern Making",
        "Textile Knowledge",
        "CAD",
        "Draping",
        "Trend Forecasting"
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      "jobTitles": [
        "Fashion Designer",
        "Technical Designer",
        "Merchandise Planner"
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      "enrollmentTrend": "stable",
      "graduationRate": 58,
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      "onlineAvailable": false,
      "description": "Design and creation of clothing, accessories, and footwear.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "industrial-design",
      "name": "Industrial Design",
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      "lifetimeEarningsPremium": 520000,
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        "RISD",
        "Art Center",
        "Carnegie Mellon",
        "Georgia Tech",
        "Pratt"
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      "topEmployers": [
        "Apple",
        "IDEO",
        "Samsung",
        "Dyson",
        "Tesla"
      ],
      "relatedMajors": [
        "mechanical-engineering",
        "ux-design",
        "graphic-design"
      ],
      "skills": [
        "CAD/3D Modeling",
        "Prototyping",
        "Sketching",
        "User Research",
        "Materials"
      ],
      "jobTitles": [
        "Industrial Designer",
        "Product Designer",
        "Design Strategist"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 65,
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      "onlineAvailable": false,
      "description": "Design of mass-produced products combining form, function, and user experience.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "film-studies",
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      "lifetimeEarningsPremium": 200000,
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        "USC",
        "NYU",
        "UCLA",
        "AFI",
        "Columbia"
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      "topEmployers": [
        "Netflix",
        "Disney",
        "Warner Bros",
        "NBCUniversal",
        "Paramount"
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      "relatedMajors": [
        "animation",
        "theater",
        "communications"
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      "skills": [
        "Cinematography",
        "Editing",
        "Screenwriting",
        "Directing",
        "Audio Production"
      ],
      "jobTitles": [
        "Film Director",
        "Editor",
        "Producer",
        "Cinematographer"
      ],
      "enrollmentTrend": "stable",
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      "femalePercentage": 45,
      "onlineAvailable": false,
      "description": "Study and production of film, television, and digital media content.",
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    },
    {
      "slug": "photography",
      "name": "Photography",
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      "lifetimeEarningsPremium": 120000,
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        "RISD",
        "SVA",
        "RIT",
        "Brooks Institute",
        "Parsons"
      ],
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        "Self-Employed",
        "Media Companies",
        "Advertising Agencies",
        "Studios",
        "Fashion Industry"
      ],
      "relatedMajors": [
        "fine-arts",
        "film-studies",
        "graphic-design"
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      "skills": [
        "Lighting",
        "Post-Processing",
        "Adobe Lightroom",
        "Composition",
        "Digital/Film"
      ],
      "jobTitles": [
        "Photographer",
        "Photo Editor",
        "Photojournalist",
        "Studio Manager"
      ],
      "enrollmentTrend": "declining",
      "graduationRate": 55,
      "femalePercentage": 58,
      "onlineAvailable": true,
      "description": "Capture and processing of images for artistic, commercial, and documentary purposes.",
      "medianStartingSalary": 45000,
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    {
      "slug": "elementary-education",
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      "lifetimeEarningsPremium": 280000,
      "popularSchools": [
        "Vanderbilt",
        "University of Michigan",
        "University of Wisconsin",
        "Boston College",
        "Columbia Teachers College"
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      "topEmployers": [
        "Public Schools",
        "Private Schools",
        "Charter Schools",
        "Department of Education",
        "Education Non-Profits"
      ],
      "relatedMajors": [
        "special-education",
        "early-childhood-education",
        "english"
      ],
      "skills": [
        "Lesson Planning",
        "Classroom Management",
        "Differentiated Instruction",
        "Assessment"
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      "jobTitles": [
        "Elementary Teacher",
        "Curriculum Developer",
        "Instructional Coach"
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      "enrollmentTrend": "declining",
      "graduationRate": 72,
      "femalePercentage": 82,
      "onlineAvailable": true,
      "description": "Preparation for teaching children in grades K-6 across all subjects.",
      "medianStartingSalary": 45000,
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    },
    {
      "slug": "special-education",
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      "lifetimeEarningsPremium": 300000,
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        "Vanderbilt",
        "University of Virginia",
        "University of Kansas",
        "University of Oregon",
        "University of Florida"
      ],
      "topEmployers": [
        "Public Schools",
        "Private Schools",
        "Therapy Centers",
        "Government",
        "Non-Profits"
      ],
      "relatedMajors": [
        "elementary-education",
        "psychology",
        "social-work"
      ],
      "skills": [
        "IEP Development",
        "Adaptive Instruction",
        "Behavior Management",
        "Assistive Technology"
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      "jobTitles": [
        "Special Education Teacher",
        "Behavior Specialist",
        "Educational Diagnostician"
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      "enrollmentTrend": "growing",
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      "femalePercentage": 85,
      "onlineAvailable": true,
      "description": "Teaching students with disabilities or special learning needs.",
      "medianStartingSalary": 45000,
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    },
    {
      "slug": "early-childhood-education",
      "name": "Early Childhood Education",
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      "degreeLevel": "Bachelor's",
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      "lifetimeEarningsPremium": 180000,
      "popularSchools": [
        "Vanderbilt",
        "University of Virginia",
        "Bank Street College",
        "Erikson Institute",
        "University of Georgia"
      ],
      "topEmployers": [
        "Preschools",
        "Head Start",
        "Child Care Centers",
        "Public Schools",
        "Non-Profits"
      ],
      "relatedMajors": [
        "elementary-education",
        "psychology",
        "social-work"
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      "skills": [
        "Child Development",
        "Play-Based Learning",
        "Parent Communication",
        "Early Assessment"
      ],
      "jobTitles": [
        "Preschool Teacher",
        "Child Development Specialist",
        "Head Start Director"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 68,
      "femalePercentage": 92,
      "onlineAvailable": true,
      "description": "Education and development of children from birth through age eight.",
      "medianStartingSalary": 45000,
      "medianMidCareerSalary": 0
    },
    {
      "slug": "music-education",
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      "lifetimeEarningsPremium": 250000,
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        "Indiana University",
        "University of Michigan",
        "Eastman",
        "Oberlin",
        "Ithaca College"
      ],
      "topEmployers": [
        "Public Schools",
        "Private Schools",
        "Community Music Schools",
        "Universities",
        "Arts Organizations"
      ],
      "relatedMajors": [
        "music",
        "elementary-education",
        "theater"
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      "skills": [
        "Music Theory",
        "Conducting",
        "Instrumental/Vocal Pedagogy",
        "Performance"
      ],
      "jobTitles": [
        "Music Teacher",
        "Band Director",
        "Choir Director",
        "Private Instructor"
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      "enrollmentTrend": "declining",
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      "onlineAvailable": false,
      "description": "Preparation for teaching music in schools and educational settings.",
      "medianStartingSalary": 45000,
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    },
    {
      "slug": "physical-education",
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      "lifetimeEarningsPremium": 250000,
      "popularSchools": [
        "Springfield College",
        "Penn State",
        "Ohio State",
        "University of Florida",
        "Indiana University"
      ],
      "topEmployers": [
        "Public Schools",
        "Private Schools",
        "YMCA",
        "Recreation Departments",
        "Community Centers"
      ],
      "relatedMajors": [
        "kinesiology",
        "exercise-science",
        "elementary-education"
      ],
      "skills": [
        "Motor Development",
        "Sports Coaching",
        "Health Education",
        "Fitness Assessment"
      ],
      "jobTitles": [
        "PE Teacher",
        "Athletic Director",
        "Health Teacher",
        "Sports Coach"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 68,
      "femalePercentage": 42,
      "onlineAvailable": false,
      "description": "Teaching physical fitness, sports, and health in educational settings.",
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    },
    {
      "slug": "instructional-design",
      "name": "Instructional Design & Technology",
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      "lifetimeEarningsPremium": 580000,
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        "Indiana University",
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        "University of Georgia",
        "Florida State",
        "Purdue"
      ],
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        "Amazon",
        "Corporate Training",
        "EdTech Companies",
        "Universities"
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        "information-technology",
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        "elementary-education"
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        "Training Manager"
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        "Indiana University",
        "Ohio State",
        "University of Georgia"
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        "Community Colleges",
        "Student Affairs",
        "Admissions Offices",
        "Education Non-Profits"
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        "psychology",
        "sociology"
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        "Program Development",
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        "Enrollment Management"
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        "Vanderbilt",
        "Columbia"
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        "Testing Companies",
        "Research Labs",
        "Government"
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        "elementary-education"
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        "Edelman",
        "WPP",
        "NBCUniversal"
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        "Media Production",
        "Digital Communication"
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        "CNN",
        "AP"
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        "english",
        "political-science"
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        "Copy Editing"
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        "Syracuse"
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        "FleishmanHillard",
        "BCW",
        "Ogilvy"
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        "Writing",
        "Social Media",
        "Campaign Strategy"
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        "Media Relations Director"
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        "University of Illinois",
        "Syracuse",
        "VCU Brandcenter",
        "University of Florida"
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        "WPP",
        "Omnicom",
        "Publicis",
        "Interpublic",
        "Google"
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        "marketing",
        "graphic-design",
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        "Media Planning",
        "Creative Direction",
        "Analytics"
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        "Media Planner"
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        "NYU",
        "USC",
        "Georgia Tech",
        "RIT"
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        "Google",
        "Netflix",
        "Disney",
        "Meta",
        "TikTok"
      ],
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        "graphic-design",
        "communications",
        "computer-science"
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        "Web Design",
        "Social Media",
        "Content Creation",
        "Analytics"
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        "Content Producer",
        "Social Media Manager"
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      "medianStartingSalary": 45000,
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      "slug": "technical-writing",
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        "Carnegie Mellon",
        "MIT",
        "RIT",
        "Rensselaer",
        "University of Washington"
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        "Google",
        "Microsoft",
        "Amazon",
        "Apple",
        "IBM"
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        "english",
        "computer-science",
        "communications"
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      "skills": [
        "Documentation",
        "API Documentation",
        "Information Architecture",
        "Editing"
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        "Documentation Manager",
        "Content Strategist"
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        "Harvard",
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        "Stanford",
        "Georgetown",
        "University of Michigan"
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        "Law Firms",
        "Government",
        "Courts",
        "Corporate Legal Departments",
        "Non-Profits"
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        "political-science",
        "philosophy",
        "criminal-justice"
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        "Legal Research",
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        "Critical Thinking",
        "Case Analysis"
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      "jobTitles": [
        "Paralegal",
        "Legal Assistant",
        "Law Clerk",
        "Compliance Analyst"
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      "enrollmentTrend": "stable",
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      "onlineAvailable": true,
      "description": "Preparation for law school and legal careers through study of law and legal systems.",
      "medianStartingSalary": 45000,
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    {
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      "lifetimeEarningsPremium": 400000,
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        "George Washington",
        "Boston University",
        "University of Florida",
        "Tulane",
        "NYU"
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        "Law Firms",
        "Corporate Legal Departments",
        "Government",
        "Courts",
        "Insurance Companies"
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        "pre-law",
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        "political-science"
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        "Legal Research",
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        "E-Discovery"
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      "onlineAvailable": true,
      "description": "Practical skills for supporting lawyers in legal research, drafting, and case management.",
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      "lifetimeEarningsPremium": 500000,
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        "George Mason",
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        "University of Maryland",
        "Embry-Riddle",
        "American Military University"
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        "DHS",
        "TSA",
        "FEMA",
        "CBP",
        "FBI"
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        "criminal-justice",
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        "cybersecurity"
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        "Threat Assessment",
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        "Policy Implementation"
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      "jobTitles": [
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      "enrollmentTrend": "stable",
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      "description": "Study of national security, emergency management, and counterterrorism.",
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      "lifetimeEarningsPremium": 480000,
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        "UC Davis",
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        "Texas A&M",
        "Purdue",
        "Iowa State"
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      "topEmployers": [
        "USDA",
        "Cargill",
        "ADM",
        "Monsanto/Bayer",
        "John Deere"
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      "relatedMajors": [
        "food-science",
        "environmental-science",
        "biology"
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        "Crop Science",
        "Soil Management",
        "Precision Agriculture",
        "Sustainability"
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      "jobTitles": [
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        "Farm Manager",
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      "onlineAvailable": true,
      "description": "Study of farming systems, crop production, and agricultural technology.",
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        "UC Davis",
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        "Texas A&M",
        "Colorado State",
        "Penn State"
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        "USDA",
        "Zoetis",
        "Purina",
        "Veterinary Clinics",
        "Research Labs"
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        "agricultural-science",
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        "veterinary-technology"
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        "Animal Nutrition",
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        "Livestock Management",
        "Lab Techniques"
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        "Animal Scientist",
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        "Pharmaceutical Sales Rep"
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      "enrollmentTrend": "stable",
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      "onlineAvailable": false,
      "description": "Study of domesticated animal biology, nutrition, genetics, and management.",
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    {
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        "Oregon State",
        "University of Montana",
        "Colorado State",
        "NC State",
        "Stephen F. Austin"
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        "US Forest Service",
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        "State DNR",
        "Weyerhaeuser",
        "Timber Companies"
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        "environmental-science",
        "biology",
        "agricultural-science"
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        "Forest Management",
        "GIS",
        "Wildlife Biology",
        "Fire Management"
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      "jobTitles": [
        "Forester",
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        "Park Ranger",
        "Conservation Officer"
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      "enrollmentTrend": "stable",
      "graduationRate": 65,
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      "onlineAvailable": false,
      "description": "Sustainable management of forests, wildlife habitats, and natural resources.",
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      "lifetimeEarningsPremium": 200000,
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        "Purdue",
        "Colorado State",
        "Penn State",
        "Virginia Tech",
        "University of Georgia"
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        "Veterinary Clinics",
        "Animal Hospitals",
        "Research Labs",
        "Zoos",
        "Pharmaceutical Companies"
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        "animal-science",
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        "biomedical-science"
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        "Animal Handling",
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        "Surgical Assistance",
        "Anesthesia Monitoring"
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      "jobTitles": [
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        "Research Technician"
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      "enrollmentTrend": "growing",
      "graduationRate": 72,
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      "onlineAvailable": false,
      "description": "Clinical support for veterinarians including diagnostics, nursing, and surgical assistance.",
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    {
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      "lifetimeEarningsPremium": 1050000,
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        "CMU",
        "MIT",
        "Georgia Tech",
        "WPI"
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        "Boston Dynamics",
        "Tesla",
        "iRobot",
        "Amazon"
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      "relatedMajors": [
        "mechanical-engineering",
        "computer-science",
        "electrical-engineering"
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        "ROS",
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        "Controls",
        "Computer Vision",
        "AI"
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        "Robotics Engineer",
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        "Controls Engineer"
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      "enrollmentTrend": "growing",
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      "description": "Design, build, and program robots for manufacturing, healthcare, exploration, and consumer applications.",
      "medianStartingSalary": 45000,
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    },
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      "slug": "sports-management",
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      "lifetimeEarningsPremium": 500000,
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        "Michigan",
        "Ohio State",
        "UMass",
        "Indiana"
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        "NFL",
        "NBA",
        "IMG",
        "Nike"
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        "business-administration",
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        "communications"
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      "skills": [
        "Event Management",
        "Sports Marketing",
        "Negotiation",
        "Analytics"
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      "jobTitles": [
        "Sports Agent",
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        "Sports Marketing Manager"
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      "enrollmentTrend": "stable",
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      "description": "Prepare for careers in professional sports, athletic administration, and sports marketing.",
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    },
    {
      "slug": "prompt-engineering",
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        "kinesiology",
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        "Home Health Physical Therapist"
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      "description": "Engineering of ceramic materials for electronics, aerospace, and industrial applications."
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        "University of Florida",
        "Oregon State",
        "University of Washington",
        "UCSB",
        "LSU"
      ],
      "topEmployers": [
        "NOAA",
        "USGS",
        "EPA",
        "Aquaculture companies"
      ],
      "relatedMajors": [
        "biology",
        "environmental-science",
        "marine-biology"
      ],
      "skills": [
        "Ecology",
        "Water Quality",
        "Fisheries",
        "Conservation"
      ],
      "jobTitles": [
        "Aquatic Biologist",
        "Fisheries Scientist",
        "Environmental Consultant"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 78,
      "femalePercentage": 55,
      "onlineAvailable": true,
      "description": "Study of organisms living in freshwater and marine environments and their ecosystems."
    },
    {
      "slug": "communication-studies",
      "name": "Communication Studies",
      "category": "Social Science",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 35000,
      "avgStartingSalary": 52000,
      "avgMidCareerSalary": 72000,
      "avgLateCareerSalary": 95000,
      "unemploymentRate": 4,
      "underemploymentRate": 5,
      "roiPaybackYears": 4,
      "lifetimeEarningsPremium": 800000,
      "popularSchools": [
        "Northwestern",
        "USC",
        "NYU",
        "University of Texas",
        "Ohio State"
      ],
      "topEmployers": [
        "PR firms",
        "Media companies",
        "Corporate comms",
        "Nonprofits"
      ],
      "relatedMajors": [
        "journalism",
        "public-relations",
        "media-studies"
      ],
      "skills": [
        "Public Speaking",
        "Media Analysis",
        "Strategic Communication",
        "Writing"
      ],
      "jobTitles": [
        "Communications Manager",
        "PR Specialist",
        "Media Planner"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 78,
      "femalePercentage": 60,
      "onlineAvailable": true,
      "description": "Study of human communication processes, media, and their effects on society."
    },
    {
      "slug": "cell-biology",
      "name": "Cell Biology",
      "category": "STEM",
      "degreeLevel": "Bachelor's/Master's",
      "avgTuitionTotal": 42000,
      "avgStartingSalary": 72000,
      "avgMidCareerSalary": 108000,
      "avgLateCareerSalary": 145000,
      "unemploymentRate": 2,
      "underemploymentRate": 5,
      "roiPaybackYears": 3,
      "lifetimeEarningsPremium": 1200000,
      "popularSchools": [
        "MIT",
        "Stanford",
        "Harvard",
        "UCSF",
        "Yale"
      ],
      "topEmployers": [
        "NIH",
        "Genentech",
        "Regeneron",
        "Universities"
      ],
      "relatedMajors": [
        "biology",
        "biochemistry",
        "molecular-biology"
      ],
      "skills": [
        "Microscopy",
        "Cell Culture",
        "Gene Expression",
        "Lab Techniques"
      ],
      "jobTitles": [
        "Research Scientist",
        "Lab Manager",
        "Biotech Researcher"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 85,
      "femalePercentage": 55,
      "onlineAvailable": true,
      "description": "Study of cell structure and function as the fundamental unit of life."
    },
    {
      "slug": "cinematography",
      "name": "Cinematography",
      "category": "Arts",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 35000,
      "avgStartingSalary": 55000,
      "avgMidCareerSalary": 85000,
      "avgLateCareerSalary": 140000,
      "unemploymentRate": 4,
      "underemploymentRate": 3,
      "roiPaybackYears": 4,
      "lifetimeEarningsPremium": 100000,
      "popularSchools": [
        "USC",
        "AFI",
        "UCLA",
        "NYU",
        "Chapman"
      ],
      "topEmployers": [
        "Studios",
        "Streaming companies",
        "Production houses",
        "Agencies"
      ],
      "relatedMajors": [
        "film-studies",
        "photography",
        "visual-arts"
      ],
      "skills": [
        "Camera Systems",
        "Lighting",
        "Color Grading",
        "Composition"
      ],
      "jobTitles": [
        "Cinematographer",
        "Director of Photography",
        "Camera Operator"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 75,
      "femalePercentage": 35,
      "onlineAvailable": true,
      "description": "Art and technique of visual storytelling through camera work, lighting, and composition."
    },
    {
      "slug": "conservation-biology",
      "name": "Conservation Biology",
      "category": "Science",
      "degreeLevel": "Bachelor's/Master's",
      "avgTuitionTotal": 38000,
      "avgStartingSalary": 52000,
      "avgMidCareerSalary": 75000,
      "avgLateCareerSalary": 100000,
      "unemploymentRate": 3,
      "underemploymentRate": 5,
      "roiPaybackYears": 4,
      "lifetimeEarningsPremium": 120000,
      "popularSchools": [
        "UC Davis",
        "Duke",
        "University of Florida",
        "Montana",
        "Cornell"
      ],
      "topEmployers": [
        "Nature Conservancy",
        "WWF",
        "USFWS",
        "National Parks"
      ],
      "relatedMajors": [
        "biology",
        "environmental-science",
        "ecology"
      ],
      "skills": [
        "Ecology",
        "GIS",
        "Population Modeling",
        "Field Methods"
      ],
      "jobTitles": [
        "Conservation Biologist",
        "Wildlife Manager",
        "Environmental Consultant"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 78,
      "femalePercentage": 55,
      "onlineAvailable": true,
      "description": "Application of biology to preserve biodiversity and protect endangered species."
    },
    {
      "slug": "architectural-engineering",
      "name": "Architectural Engineering",
      "category": "Engineering",
      "degreeLevel": "Bachelor's",
      "avgTuitionTotal": 48000,
      "avgStartingSalary": 78000,
      "avgMidCareerSalary": 110000,
      "avgLateCareerSalary": 140000,
      "unemploymentRate": 2,
      "underemploymentRate": 5,
      "roiPaybackYears": 2.5,
      "lifetimeEarningsPremium": 1200000,
      "popularSchools": [
        "Penn State",
        "University of Texas",
        "University of Kansas",
        "Cal Poly",
        "Drexel"
      ],
      "topEmployers": [
        "Thornton Tomasetti",
        "Arup",
        "HOK",
        "Skidmore Owings"
      ],
      "relatedMajors": [
        "civil-engineering",
        "architecture",
        "mechanical-engineering"
      ],
      "skills": [
        "Structural Systems",
        "Building Physics",
        "HVAC Design",
        "Sustainable Design"
      ],
      "jobTitles": [
        "Structural Engineer",
        "Building Systems Engineer",
        "MEP Engineer"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 82,
      "femalePercentage": 30,
      "onlineAvailable": true,
      "description": "Integration of engineering principles with architectural design for building systems."
    },
    {
      "slug": "athletic-training",
      "name": "Athletic Training",
      "category": "Health",
      "degreeLevel": "Master's",
      "avgTuitionTotal": 42000,
      "avgStartingSalary": 52000,
      "avgMidCareerSalary": 70000,
      "avgLateCareerSalary": 88000,
      "unemploymentRate": 3,
      "underemploymentRate": 5,
      "roiPaybackYears": 3.5,
      "lifetimeEarningsPremium": 500000,
      "popularSchools": [
        "University of Michigan",
        "UNC",
        "Ohio State",
        "University of Virginia",
        "Penn State"
      ],
      "topEmployers": [
        "NFL teams",
        "Hospital systems",
        "Universities",
        "Sports clinics"
      ],
      "relatedMajors": [
        "exercise-science",
        "sports-medicine",
        "health-sciences"
      ],
      "skills": [
        "Injury Prevention",
        "Rehabilitation",
        "Emergency Care",
        "Anatomy"
      ],
      "jobTitles": [
        "Athletic Trainer",
        "Rehabilitation Specialist",
        "Sports Medicine"
      ],
      "enrollmentTrend": "growing",
      "graduationRate": 82,
      "femalePercentage": 55,
      "onlineAvailable": true,
      "description": "Prevention, diagnosis, and treatment of athletic injuries and conditions."
    },
    {
      "slug": "classical-studies",
      "name": "Classical Studies",
      "category": "Humanities",
      "degreeLevel": "Bachelor's/Master's",
      "avgTuitionTotal": 32000,
      "avgStartingSalary": 45000,
      "avgMidCareerSalary": 62000,
      "avgLateCareerSalary": 82000,
      "unemploymentRate": 5,
      "underemploymentRate": 3,
      "roiPaybackYears": 6,
      "lifetimeEarningsPremium": 150000,
      "popularSchools": [
        "Harvard",
        "Princeton",
        "Yale",
        "Columbia",
        "Berkeley"
      ],
      "topEmployers": [
        "Universities",
        "Museums",
        "Publishing",
        "Government"
      ],
      "relatedMajors": [
        "history",
        "philosophy",
        "linguistics"
      ],
      "skills": [
        "Latin/Greek",
        "Research",
        "Ancient History",
        "Critical Analysis"
      ],
      "jobTitles": [
        "Professor",
        "Museum Curator",
        "Translator"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 80,
      "femalePercentage": 55,
      "onlineAvailable": true,
      "description": "Study of ancient Greek and Roman civilization, languages, literature, and philosophy."
    },
    {
      "slug": "astrophysics",
      "name": "Astrophysics",
      "category": "STEM",
      "degreeLevel": "Bachelor's/Master's",
      "avgTuitionTotal": 45000,
      "avgStartingSalary": 85000,
      "avgMidCareerSalary": 125000,
      "avgLateCareerSalary": 175000,
      "unemploymentRate": 2,
      "underemploymentRate": 6,
      "roiPaybackYears": 3,
      "lifetimeEarningsPremium": 1500000,
      "popularSchools": [
        "MIT",
        "Caltech",
        "Princeton",
        "Harvard",
        "Stanford"
      ],
      "topEmployers": [
        "NASA",
        "JPL",
        "SpaceX",
        "National Labs"
      ],
      "relatedMajors": [
        "physics",
        "mathematics",
        "astronomy"
      ],
      "skills": [
        "Cosmology",
        "Spectroscopy",
        "Computational Physics",
        "Data Analysis"
      ],
      "jobTitles": [
        "Astrophysicist",
        "Research Scientist",
        "Data Scientist"
      ],
      "enrollmentTrend": "stable",
      "graduationRate": 85,
      "femalePercentage": 25,
      "onlineAvailable": true,
      "description": "Study of the physical properties and behavior of celestial objects and the universe."
    }
  ],
  "stateTuitionBenchmarks": [
    {
      "slug": "alabama",
      "name": "Alabama",
      "abbreviation": "AL",
      "avgPublicTuition": 11100,
      "avgPrivateTuition": 27400,
      "avgCommunityCollege": 4800,
      "avgRoomBoard": 11200,
      "medianStudentDebt": 33700,
      "topPublicSchools": [
        "University of Alabama",
        "Auburn University",
        "University of Alabama at Birmingham",
        "University of South Alabama"
      ],
      "topPrivateSchools": [
        "Samford University",
        "Birmingham-Southern College",
        "Spring Hill College"
      ],
      "stateFinancialAid": "Alabama offers the Alabama Student Assistance Program (ASAP) for need-based grants, the Alabama Student Grant Program for private college students, and merit-based scholarships through individual institutions.",
      "graduationRate": 53,
      "avgStartingSalary": 48200,
      "costOfLivingIndex": 89,
      "neighborStates": [
        "mississippi",
        "tennessee",
        "georgia",
        "florida"
      ]
    },
    {
      "slug": "alaska",
      "name": "Alaska",
      "abbreviation": "AK",
      "avgPublicTuition": 8100,
      "avgPrivateTuition": 24000,
      "avgCommunityCollege": 4300,
      "avgRoomBoard": 13500,
      "medianStudentDebt": 31200,
      "topPublicSchools": [
        "University of Alaska Anchorage",
        "University of Alaska Fairbanks",
        "University of Alaska Southeast"
      ],
      "topPrivateSchools": [
        "Alaska Pacific University",
        "Alaska Bible College"
      ],
      "stateFinancialAid": "Alaska provides the Alaska Performance Scholarship (APS) for high school graduates meeting GPA and test score requirements, plus the AlaskAdvantage Education Grant for need-based aid.",
      "graduationRate": 36,
      "avgStartingSalary": 52400,
      "costOfLivingIndex": 127,
      "neighborStates": [
        "washington",
        "hawaii"
      ]
    },
    {
      "slug": "arizona",
      "name": "Arizona",
      "abbreviation": "AZ",
      "avgPublicTuition": 11300,
      "avgPrivateTuition": 26800,
      "avgCommunityCollege": 2500,
      "avgRoomBoard": 13100,
      "medianStudentDebt": 31400,
      "topPublicSchools": [
        "University of Arizona",
        "Arizona State University",
        "Northern Arizona University"
      ],
      "topPrivateSchools": [
        "Grand Canyon University",
        "Embry-Riddle Aeronautical University",
        "Arizona Christian University"
      ],
      "stateFinancialAid": "Arizona provides the Arizona Leveraging Educational Assistance Partnership (AzLEAP) for need-based grants and institutional merit scholarships. The Maricopa County Community College system offers significant tuition discounts.",
      "graduationRate": 53,
      "avgStartingSalary": 50100,
      "costOfLivingIndex": 103,
      "neighborStates": [
        "california",
        "nevada",
        "utah",
        "new-mexico"
      ]
    },
    {
      "slug": "arkansas",
      "name": "Arkansas",
      "abbreviation": "AR",
      "avgPublicTuition": 9200,
      "avgPrivateTuition": 24600,
      "avgCommunityCollege": 3800,
      "avgRoomBoard": 10400,
      "medianStudentDebt": 30800,
      "topPublicSchools": [
        "University of Arkansas",
        "Arkansas State University",
        "University of Central Arkansas",
        "University of Arkansas at Little Rock"
      ],
      "topPrivateSchools": [
        "Hendrix College",
        "Harding University",
        "John Brown University"
      ],
      "stateFinancialAid": "Arkansas offers the Arkansas Academic Challenge Scholarship covering up to $5,000/year for students meeting GPA and ACT requirements, plus the Arkansas Governor's Scholars Program for top students.",
      "graduationRate": 49,
      "avgStartingSalary": 45800,
      "costOfLivingIndex": 87,
      "neighborStates": [
        "missouri",
        "tennessee",
        "mississippi",
        "louisiana"
      ]
    },
    {
      "slug": "california",
      "name": "California",
      "abbreviation": "CA",
      "avgPublicTuition": 9800,
      "avgPrivateTuition": 43500,
      "avgCommunityCollege": 1500,
      "avgRoomBoard": 16800,
      "medianStudentDebt": 33800,
      "topPublicSchools": [
        "UCLA",
        "UC Berkeley",
        "UC San Diego",
        "UC Davis",
        "Cal Poly San Luis Obispo"
      ],
      "topPrivateSchools": [
        "Stanford University",
        "USC",
        "Caltech"
      ],
      "stateFinancialAid": "California offers the Cal Grant program with three tiers covering up to full tuition for qualifying students. The Middle Class Scholarship covers up to 40% of tuition at UC and CSU campuses. Community colleges charge just ~$46/unit.",
      "graduationRate": 64,
      "avgStartingSalary": 57600,
      "costOfLivingIndex": 142,
      "neighborStates": [
        "oregon",
        "nevada",
        "arizona"
      ]
    },
    {
      "slug": "colorado",
      "name": "Colorado",
      "abbreviation": "CO",
      "avgPublicTuition": 12100,
      "avgPrivateTuition": 39800,
      "avgCommunityCollege": 4500,
      "avgRoomBoard": 13600,
      "medianStudentDebt": 30500,
      "topPublicSchools": [
        "University of Colorado Boulder",
        "Colorado State University",
        "Colorado School of Mines",
        "University of Colorado Denver"
      ],
      "topPrivateSchools": [
        "University of Denver",
        "Colorado College",
        "Regis University"
      ],
      "stateFinancialAid": "Colorado provides the College Opportunity Fund (COF) stipend for all eligible resident undergraduates, reducing tuition at public institutions. The Colorado Student Grant provides additional need-based aid up to $5,000/year.",
      "graduationRate": 56,
      "avgStartingSalary": 53200,
      "costOfLivingIndex": 105,
      "neighborStates": [
        "wyoming",
        "nebraska",
        "kansas",
        "new-mexico"
      ]
    },
    {
      "slug": "connecticut",
      "name": "Connecticut",
      "abbreviation": "CT",
      "avgPublicTuition": 14400,
      "avgPrivateTuition": 46200,
      "avgCommunityCollege": 4700,
      "avgRoomBoard": 14800,
      "medianStudentDebt": 38200,
      "topPublicSchools": [
        "University of Connecticut",
        "Southern Connecticut State University",
        "Central Connecticut State University"
      ],
      "topPrivateSchools": [
        "Yale University",
        "Trinity College",
        "Wesleyan University"
      ],
      "stateFinancialAid": "Connecticut offers the Roberta B. Willis Scholarship providing need-based and merit-based aid to residents attending Connecticut institutions. The CT Aid for Public College Students (CAPCS) program provides additional grants.",
      "graduationRate": 62,
      "avgStartingSalary": 55800,
      "costOfLivingIndex": 113,
      "neighborStates": [
        "new-york",
        "massachusetts",
        "rhode-island"
      ]
    },
    {
      "slug": "delaware",
      "name": "Delaware",
      "abbreviation": "DE",
      "avgPublicTuition": 13600,
      "avgPrivateTuition": 38400,
      "avgCommunityCollege": 4200,
      "avgRoomBoard": 13400,
      "medianStudentDebt": 36400,
      "topPublicSchools": [
        "University of Delaware",
        "Delaware State University",
        "Delaware Technical Community College"
      ],
      "topPrivateSchools": [
        "Wilmington University",
        "Goldey-Beacom College",
        "Wesley College"
      ],
      "stateFinancialAid": "Delaware offers the SEED (Student Excellence Equals Degree) Scholarship providing free tuition at Delaware Technical Community College. The Delaware Scholarship Incentive Program provides need-based grants up to $2,200/year.",
      "graduationRate": 65,
      "avgStartingSalary": 52300,
      "costOfLivingIndex": 104,
      "neighborStates": [
        "maryland",
        "pennsylvania",
        "new-jersey"
      ]
    },
    {
      "slug": "florida",
      "name": "Florida",
      "abbreviation": "FL",
      "avgPublicTuition": 6400,
      "avgPrivateTuition": 33200,
      "avgCommunityCollege": 3100,
      "avgRoomBoard": 11800,
      "medianStudentDebt": 30100,
      "topPublicSchools": [
        "University of Florida",
        "Florida State University",
        "University of Central Florida",
        "University of South Florida",
        "University of Miami"
      ],
      "topPrivateSchools": [
        "University of Miami",
        "Rollins College",
        "Stetson University"
      ],
      "stateFinancialAid": "Florida Bright Futures is one of the most generous state merit scholarship programs, covering 75-100% of tuition based on GPA and test scores. The Florida Student Assistance Grant provides need-based aid up to $2,600/year.",
      "graduationRate": 60,
      "avgStartingSalary": 49600,
      "costOfLivingIndex": 102,
      "neighborStates": [
        "georgia",
        "alabama"
      ]
    },
    {
      "slug": "georgia",
      "name": "Georgia",
      "abbreviation": "GA",
      "avgPublicTuition": 9400,
      "avgPrivateTuition": 33800,
      "avgCommunityCollege": 3400,
      "avgRoomBoard": 12000,
      "medianStudentDebt": 34900,
      "topPublicSchools": [
        "University of Georgia",
        "Georgia Tech",
        "Georgia State University",
        "Kennesaw State University"
      ],
      "topPrivateSchools": [
        "Emory University",
        "Mercer University",
        "Spelman College"
      ],
      "stateFinancialAid": "Georgia's HOPE Scholarship covers tuition for students maintaining a 3.0 GPA at Georgia public colleges. The Zell Miller Scholarship covers full tuition for students with a 3.7+ GPA. Combined, these programs are among the nation's most generous.",
      "graduationRate": 55,
      "avgStartingSalary": 51200,
      "costOfLivingIndex": 93,
      "neighborStates": [
        "florida",
        "alabama",
        "tennessee",
        "south-carolina"
      ]
    },
    {
      "slug": "hawaii",
      "name": "Hawaii",
      "abbreviation": "HI",
      "avgPublicTuition": 11700,
      "avgPrivateTuition": 32600,
      "avgCommunityCollege": 3300,
      "avgRoomBoard": 14200,
      "medianStudentDebt": 30600,
      "topPublicSchools": [
        "University of Hawaii at Manoa",
        "University of Hawaii at Hilo",
        "University of Hawaii Maui College"
      ],
      "topPrivateSchools": [
        "Hawaii Pacific University",
        "Chaminade University",
        "Brigham Young University-Hawaii"
      ],
      "stateFinancialAid": "Hawaii offers the B Plus Scholarship for students with a 3.0+ GPA attending University of Hawaii campuses. The Hawaii State Incentive Grant provides need-based aid, and the Promise Scholarship covers tuition at community colleges.",
      "graduationRate": 48,
      "avgStartingSalary": 48500,
      "costOfLivingIndex": 192,
      "neighborStates": [
        "california",
        "alaska"
      ]
    },
    {
      "slug": "idaho",
      "name": "Idaho",
      "abbreviation": "ID",
      "avgPublicTuition": 8300,
      "avgPrivateTuition": 27200,
      "avgCommunityCollege": 3800,
      "avgRoomBoard": 10800,
      "medianStudentDebt": 30200,
      "topPublicSchools": [
        "Boise State University",
        "University of Idaho",
        "Idaho State University"
      ],
      "topPrivateSchools": [
        "College of Idaho",
        "Northwest Nazarene University",
        "Brigham Young University-Idaho"
      ],
      "stateFinancialAid": "Idaho offers the Idaho Opportunity Scholarship providing up to $3,500/year for need-based aid. The Idaho Governor's Cup Scholarship awards $3,000/year for academic achievement. The STEM Action Center provides additional STEM-focused scholarships.",
      "graduationRate": 44,
      "avgStartingSalary": 46500,
      "costOfLivingIndex": 95,
      "neighborStates": [
        "montana",
        "wyoming",
        "utah",
        "washington"
      ]
    },
    {
      "slug": "illinois",
      "name": "Illinois",
      "abbreviation": "IL",
      "avgPublicTuition": 15600,
      "avgPrivateTuition": 38900,
      "avgCommunityCollege": 4300,
      "avgRoomBoard": 13200,
      "medianStudentDebt": 33700,
      "topPublicSchools": [
        "University of Illinois Urbana-Champaign",
        "University of Illinois Chicago",
        "Illinois State University",
        "Northern Illinois University"
      ],
      "topPrivateSchools": [
        "Northwestern University",
        "University of Chicago",
        "DePaul University"
      ],
      "stateFinancialAid": "Illinois offers the Monetary Award Program (MAP) providing up to $5,340/year in need-based grants. The AIM HIGH program provides institutional matching grants. The Illinois National Guard Grant covers tuition at public universities.",
      "graduationRate": 62,
      "avgStartingSalary": 53400,
      "costOfLivingIndex": 93,
      "neighborStates": [
        "wisconsin",
        "indiana",
        "missouri",
        "iowa"
      ]
    },
    {
      "slug": "indiana",
      "name": "Indiana",
      "abbreviation": "IN",
      "avgPublicTuition": 10200,
      "avgPrivateTuition": 37600,
      "avgCommunityCollege": 4600,
      "avgRoomBoard": 11400,
      "medianStudentDebt": 31200,
      "topPublicSchools": [
        "Indiana University Bloomington",
        "Purdue University",
        "Ball State University",
        "Indiana University-Purdue University Indianapolis"
      ],
      "topPrivateSchools": [
        "University of Notre Dame",
        "Butler University",
        "DePauw University"
      ],
      "stateFinancialAid": "Indiana's Frank O'Bannon Grant provides need-based aid covering up to 100% of tuition. The 21st Century Scholars Program guarantees full tuition for low-income students who sign up in 8th grade and maintain requirements through high school.",
      "graduationRate": 55,
      "avgStartingSalary": 49800,
      "costOfLivingIndex": 90,
      "neighborStates": [
        "illinois",
        "michigan",
        "ohio",
        "kentucky"
      ]
    },
    {
      "slug": "iowa",
      "name": "Iowa",
      "abbreviation": "IA",
      "avgPublicTuition": 9600,
      "avgPrivateTuition": 36400,
      "avgCommunityCollege": 5200,
      "avgRoomBoard": 10800,
      "medianStudentDebt": 31000,
      "topPublicSchools": [
        "University of Iowa",
        "Iowa State University",
        "University of Northern Iowa"
      ],
      "topPrivateSchools": [
        "Grinnell College",
        "Drake University",
        "Cornell College"
      ],
      "stateFinancialAid": "Iowa offers the Iowa Tuition Grant providing up to $7,500/year for students at private Iowa colleges. The Iowa Vocational-Technical Tuition Grant helps community college students with up to $1,200/year.",
      "graduationRate": 63,
      "avgStartingSalary": 48600,
      "costOfLivingIndex": 90,
      "neighborStates": [
        "minnesota",
        "wisconsin",
        "illinois",
        "missouri"
      ]
    },
    {
      "slug": "kansas",
      "name": "Kansas",
      "abbreviation": "KS",
      "avgPublicTuition": 9900,
      "avgPrivateTuition": 30200,
      "avgCommunityCollege": 3800,
      "avgRoomBoard": 10600,
      "medianStudentDebt": 30400,
      "topPublicSchools": [
        "University of Kansas",
        "Kansas State University",
        "Wichita State University",
        "Emporia State University"
      ],
      "topPrivateSchools": [
        "Baker University",
        "Washburn University",
        "Friends University"
      ],
      "stateFinancialAid": "Kansas offers the Kansas Comprehensive Grant for need-based aid at private Kansas colleges and the Kansas State Scholarship for academic merit. The Kansas Career Technical Workforce Grant covers technical program costs.",
      "graduationRate": 52,
      "avgStartingSalary": 48200,
      "costOfLivingIndex": 88,
      "neighborStates": [
        "nebraska",
        "missouri",
        "oklahoma",
        "colorado"
      ]
    },
    {
      "slug": "kentucky",
      "name": "Kentucky",
      "abbreviation": "KY",
      "avgPublicTuition": 11400,
      "avgPrivateTuition": 30800,
      "avgCommunityCollege": 4500,
      "avgRoomBoard": 11000,
      "medianStudentDebt": 31600,
      "topPublicSchools": [
        "University of Kentucky",
        "University of Louisville",
        "Western Kentucky University",
        "Murray State University"
      ],
      "topPrivateSchools": [
        "Centre College",
        "Berea College",
        "Transylvania University"
      ],
      "stateFinancialAid": "Kentucky offers the Kentucky Tuition Grant (KTG) for students at private colleges and the College Access Program (CAP) providing need-based aid at all Kentucky institutions. KEES awards up to $2,500/year based on high school GPA.",
      "graduationRate": 50,
      "avgStartingSalary": 47200,
      "costOfLivingIndex": 90,
      "neighborStates": [
        "indiana",
        "ohio",
        "west-virginia",
        "virginia"
      ]
    },
    {
      "slug": "louisiana",
      "name": "Louisiana",
      "abbreviation": "LA",
      "avgPublicTuition": 9800,
      "avgPrivateTuition": 35200,
      "avgCommunityCollege": 4100,
      "avgRoomBoard": 11600,
      "medianStudentDebt": 32800,
      "topPublicSchools": [
        "Louisiana State University",
        "University of Louisiana at Lafayette",
        "Louisiana Tech University",
        "University of New Orleans"
      ],
      "topPrivateSchools": [
        "Tulane University",
        "Loyola University New Orleans",
        "Xavier University of Louisiana"
      ],
      "stateFinancialAid": "Louisiana TOPS (Taylor Opportunity Program for Students) covers full tuition at public universities for students meeting GPA and ACT requirements. TOPS has four award levels: Opportunity, Performance, Honors, and Tech.",
      "graduationRate": 48,
      "avgStartingSalary": 47800,
      "costOfLivingIndex": 91,
      "neighborStates": [
        "arkansas",
        "mississippi",
        "texas"
      ]
    },
    {
      "slug": "maine",
      "name": "Maine",
      "abbreviation": "ME",
      "avgPublicTuition": 11200,
      "avgPrivateTuition": 42800,
      "avgCommunityCollege": 4000,
      "avgRoomBoard": 12400,
      "medianStudentDebt": 33600,
      "topPublicSchools": [
        "University of Maine",
        "University of Southern Maine",
        "University of Maine at Farmington"
      ],
      "topPrivateSchools": [
        "Bowdoin College",
        "Colby College",
        "Bates College"
      ],
      "stateFinancialAid": "Maine offers the Maine State Grant for need-based aid up to $1,500/year and the Downeast Scholarship for community college students. The Maine Dental Health Certificate program covers dental hygiene training costs.",
      "graduationRate": 55,
      "avgStartingSalary": 47600,
      "costOfLivingIndex": 99,
      "neighborStates": [
        "new-hampshire",
        "vermont",
        "massachusetts"
      ]
    },
    {
      "slug": "maryland",
      "name": "Maryland",
      "abbreviation": "MD",
      "avgPublicTuition": 10400,
      "avgPrivateTuition": 44600,
      "avgCommunityCollege": 4800,
      "avgRoomBoard": 13400,
      "medianStudentDebt": 34200,
      "topPublicSchools": [
        "University of Maryland College Park",
        "Towson University",
        "University of Maryland Baltimore County",
        "Salisbury University"
      ],
      "topPrivateSchools": [
        "Johns Hopkins University",
        "Loyola University Maryland",
        "Goucher College"
      ],
      "stateFinancialAid": "Maryland offers the Howard P. Rawlings Program of Educational Excellence with need-based grants up to $3,000/year. The Maryland Community College Promise Scholarship covers remaining tuition after other aid for qualifying community college students.",
      "graduationRate": 64,
      "avgStartingSalary": 55600,
      "costOfLivingIndex": 115,
      "neighborStates": [
        "pennsylvania",
        "delaware",
        "virginia",
        "west-virginia"
      ]
    },
    {
      "slug": "massachusetts",
      "name": "Massachusetts",
      "abbreviation": "MA",
      "avgPublicTuition": 16200,
      "avgPrivateTuition": 49800,
      "avgCommunityCollege": 5600,
      "avgRoomBoard": 15600,
      "medianStudentDebt": 36400,
      "topPublicSchools": [
        "UMass Amherst",
        "UMass Lowell",
        "UMass Boston",
        "Salem State University"
      ],
      "topPrivateSchools": [
        "MIT",
        "Harvard University",
        "Boston University"
      ],
      "stateFinancialAid": "Massachusetts offers the MASSGrant providing need-based aid up to $1,800/year. The Gilbert Matching Grant provides additional aid at private colleges. The Massachusetts Community College fee waiver covers tuition for qualifying low-income students.",
      "graduationRate": 65,
      "avgStartingSalary": 58200,
      "costOfLivingIndex": 135,
      "neighborStates": [
        "connecticut",
        "rhode-island",
        "new-hampshire",
        "new-york"
      ]
    },
    {
      "slug": "michigan",
      "name": "Michigan",
      "abbreviation": "MI",
      "avgPublicTuition": 14800,
      "avgPrivateTuition": 30200,
      "avgCommunityCollege": 4100,
      "avgRoomBoard": 12200,
      "medianStudentDebt": 33200,
      "topPublicSchools": [
        "University of Michigan",
        "Michigan State University",
        "Wayne State University",
        "Grand Valley State University"
      ],
      "topPrivateSchools": [
        "University of Detroit Mercy",
        "Kalamazoo College",
        "Hope College"
      ],
      "stateFinancialAid": "Michigan offers the Michigan Competitive Scholarship based on ACT scores and need, and the Michigan Tuition Grant for students at private colleges. The Michigan Reconnect program provides free community college for adults 25+.",
      "graduationRate": 60,
      "avgStartingSalary": 51800,
      "costOfLivingIndex": 91,
      "neighborStates": [
        "indiana",
        "ohio",
        "wisconsin"
      ]
    },
    {
      "slug": "minnesota",
      "name": "Minnesota",
      "abbreviation": "MN",
      "avgPublicTuition": 14400,
      "avgPrivateTuition": 40200,
      "avgCommunityCollege": 5800,
      "avgRoomBoard": 11400,
      "medianStudentDebt": 33200,
      "topPublicSchools": [
        "University of Minnesota Twin Cities",
        "Minnesota State University Mankato",
        "University of Minnesota Duluth"
      ],
      "topPrivateSchools": [
        "Carleton College",
        "Macalester College",
        "St. Olaf College"
      ],
      "stateFinancialAid": "Minnesota offers the Minnesota State Grant, one of the largest state need-based programs, providing up to $12,000/year. The Postsecondary Child Care Grant helps student-parents. The MN GI Bill provides education benefits for veterans.",
      "graduationRate": 62,
      "avgStartingSalary": 52400,
      "costOfLivingIndex": 98,
      "neighborStates": [
        "wisconsin",
        "iowa",
        "north-dakota",
        "south-dakota"
      ]
    },
    {
      "slug": "mississippi",
      "name": "Mississippi",
      "abbreviation": "MS",
      "avgPublicTuition": 8900,
      "avgPrivateTuition": 22600,
      "avgCommunityCollege": 3200,
      "avgRoomBoard": 10800,
      "medianStudentDebt": 34400,
      "topPublicSchools": [
        "University of Mississippi",
        "Mississippi State University",
        "University of Southern Mississippi"
      ],
      "topPrivateSchools": [
        "Millsaps College",
        "Mississippi College",
        "Belhaven University"
      ],
      "stateFinancialAid": "Mississippi offers the Mississippi Eminent Scholars Grant ($2,500/year) for top students, the Higher Education Legislative Plan (HELP) for need-based aid, and the Mississippi Tuition Assistance Grant for private college students.",
      "graduationRate": 47,
      "avgStartingSalary": 43600,
      "costOfLivingIndex": 85,
      "neighborStates": [
        "alabama",
        "tennessee",
        "arkansas",
        "louisiana"
      ]
    },
    {
      "slug": "missouri",
      "name": "Missouri",
      "abbreviation": "MO",
      "avgPublicTuition": 10000,
      "avgPrivateTuition": 31400,
      "avgCommunityCollege": 3600,
      "avgRoomBoard": 11200,
      "medianStudentDebt": 31800,
      "topPublicSchools": [
        "University of Missouri",
        "Missouri State University",
        "University of Missouri-Kansas City",
        "Missouri University of Science and Technology"
      ],
      "topPrivateSchools": [
        "Washington University in St. Louis",
        "Saint Louis University",
        "Drury University"
      ],
      "stateFinancialAid": "Missouri offers the Access Missouri Financial Assistance Program providing need-based grants up to $2,850/year. The A+ Schools Program covers tuition at community colleges for qualifying high school graduates.",
      "graduationRate": 54,
      "avgStartingSalary": 49200,
      "costOfLivingIndex": 88,
      "neighborStates": [
        "iowa",
        "illinois",
        "kentucky",
        "arkansas"
      ]
    },
    {
      "slug": "montana",
      "name": "Montana",
      "abbreviation": "MT",
      "avgPublicTuition": 7600,
      "avgPrivateTuition": 27800,
      "avgCommunityCollege": 4200,
      "avgRoomBoard": 11000,
      "medianStudentDebt": 30800,
      "topPublicSchools": [
        "University of Montana",
        "Montana State University",
        "Montana Tech"
      ],
      "topPrivateSchools": [
        "Carroll College",
        "Rocky Mountain College",
        "University of Providence"
      ],
      "stateFinancialAid": "Montana offers the Montana University System Honor Scholarship ($4,000/year) for top graduates, the Governor's Postsecondary Scholarship, and the Montana Tuition Assistance Program (MTAP) for need-based aid.",
      "graduationRate": 47,
      "avgStartingSalary": 45400,
      "costOfLivingIndex": 95,
      "neighborStates": [
        "idaho",
        "wyoming",
        "north-dakota",
        "south-dakota"
      ]
    },
    {
      "slug": "nebraska",
      "name": "Nebraska",
      "abbreviation": "NE",
      "avgPublicTuition": 9200,
      "avgPrivateTuition": 30600,
      "avgCommunityCollege": 3400,
      "avgRoomBoard": 11400,
      "medianStudentDebt": 30200,
      "topPublicSchools": [
        "University of Nebraska-Lincoln",
        "University of Nebraska at Omaha",
        "University of Nebraska at Kearney"
      ],
      "topPrivateSchools": [
        "Creighton University",
        "Nebraska Wesleyan University",
        "Doane University"
      ],
      "stateFinancialAid": "Nebraska offers the Nebraska Opportunity Grant providing need-based aid up to $4,800/year. The Access College Early (ACE) program provides scholarships for dual-enrollment students, and the Byrd Honors Scholarship supports academic merit.",
      "graduationRate": 57,
      "avgStartingSalary": 48800,
      "costOfLivingIndex": 91,
      "neighborStates": [
        "iowa",
        "kansas",
        "colorado",
        "south-dakota"
      ]
    },
    {
      "slug": "nevada",
      "name": "Nevada",
      "abbreviation": "NV",
      "avgPublicTuition": 8600,
      "avgPrivateTuition": 26400,
      "avgCommunityCollege": 3200,
      "avgRoomBoard": 12600,
      "medianStudentDebt": 28800,
      "topPublicSchools": [
        "University of Nevada Las Vegas",
        "University of Nevada Reno",
        "Nevada State University"
      ],
      "topPrivateSchools": [
        "Sierra Nevada University",
        "Touro University Nevada"
      ],
      "stateFinancialAid": "Nevada offers the Silver State Opportunity Grant providing free community college for qualifying students. The Nevada Promise Scholarship covers remaining tuition after other aid. The Governor Guinn Millennium Scholarship provides $40/credit for qualifying graduates.",
      "graduationRate": 43,
      "avgStartingSalary": 47200,
      "costOfLivingIndex": 104,
      "neighborStates": [
        "california",
        "arizona",
        "utah",
        "oregon"
      ]
    },
    {
      "slug": "new-hampshire",
      "name": "New Hampshire",
      "abbreviation": "NH",
      "avgPublicTuition": 18500,
      "avgPrivateTuition": 44200,
      "avgCommunityCollege": 7200,
      "avgRoomBoard": 14600,
      "medianStudentDebt": 39800,
      "topPublicSchools": [
        "University of New Hampshire",
        "Plymouth State University",
        "Keene State College"
      ],
      "topPrivateSchools": [
        "Dartmouth College",
        "Saint Anselm College",
        "Franklin Pierce University"
      ],
      "stateFinancialAid": "New Hampshire offers the Governor's Scholarship providing up to $4,000/year for the highest-achieving students. The state has limited need-based aid programs, making New Hampshire one of the most expensive states for public university education.",
      "graduationRate": 62,
      "avgStartingSalary": 53600,
      "costOfLivingIndex": 112,
      "neighborStates": [
        "vermont",
        "maine",
        "massachusetts"
      ]
    },
    {
      "slug": "new-jersey",
      "name": "New Jersey",
      "abbreviation": "NJ",
      "avgPublicTuition": 14800,
      "avgPrivateTuition": 40600,
      "avgCommunityCollege": 5200,
      "avgRoomBoard": 14400,
      "medianStudentDebt": 35600,
      "topPublicSchools": [
        "Rutgers University",
        "The College of New Jersey",
        "Montclair State University",
        "Rowan University"
      ],
      "topPrivateSchools": [
        "Princeton University",
        "Stevens Institute of Technology",
        "Seton Hall University"
      ],
      "stateFinancialAid": "New Jersey offers the Tuition Aid Grant (TAG) providing up to $13,000/year for full-time students at NJ institutions. The NJ STARS program covers tuition for top community college students, and NJ STARS II extends coverage to four-year colleges.",
      "graduationRate": 65,
      "avgStartingSalary": 56400,
      "costOfLivingIndex": 116,
      "neighborStates": [
        "new-york",
        "pennsylvania",
        "delaware"
      ]
    },
    {
      "slug": "new-mexico",
      "name": "New Mexico",
      "abbreviation": "NM",
      "avgPublicTuition": 7400,
      "avgPrivateTuition": 24200,
      "avgCommunityCollege": 2200,
      "avgRoomBoard": 10200,
      "medianStudentDebt": 29400,
      "topPublicSchools": [
        "University of New Mexico",
        "New Mexico State University",
        "New Mexico Tech"
      ],
      "topPrivateSchools": [
        "St. John's College Santa Fe",
        "University of the Southwest"
      ],
      "stateFinancialAid": "New Mexico Opportunity Scholarship covers 100% of tuition at all public NM colleges and universities, making it one of the most generous free-tuition states in the nation. The Legislative Lottery Scholarship also covers tuition for full-time students.",
      "graduationRate": 41,
      "avgStartingSalary": 46200,
      "costOfLivingIndex": 93,
      "neighborStates": [
        "arizona",
        "colorado",
        "texas",
        "utah"
      ]
    },
    {
      "slug": "new-york",
      "name": "New York",
      "abbreviation": "NY",
      "avgPublicTuition": 8200,
      "avgPrivateTuition": 44800,
      "avgCommunityCollege": 5400,
      "avgRoomBoard": 15800,
      "medianStudentDebt": 33600,
      "topPublicSchools": [
        "SUNY Binghamton",
        "SUNY Stony Brook",
        "SUNY University at Buffalo",
        "SUNY College at Geneseo"
      ],
      "topPrivateSchools": [
        "Columbia University",
        "Cornell University",
        "New York University"
      ],
      "stateFinancialAid": "New York offers the Excelsior Scholarship covering tuition at SUNY and CUNY schools for families earning under $125,000/year. The Tuition Assistance Program (TAP) provides up to $5,665/year in need-based grants. Together they make NY one of the most generous aid states.",
      "graduationRate": 62,
      "avgStartingSalary": 57800,
      "costOfLivingIndex": 139,
      "neighborStates": [
        "connecticut",
        "new-jersey",
        "pennsylvania",
        "vermont"
      ]
    },
    {
      "slug": "north-carolina",
      "name": "North Carolina",
      "abbreviation": "NC",
      "avgPublicTuition": 7200,
      "avgPrivateTuition": 38600,
      "avgCommunityCollege": 2800,
      "avgRoomBoard": 11800,
      "medianStudentDebt": 31600,
      "topPublicSchools": [
        "UNC Chapel Hill",
        "NC State University",
        "UNC Charlotte",
        "Appalachian State University"
      ],
      "topPrivateSchools": [
        "Duke University",
        "Wake Forest University",
        "Davidson College"
      ],
      "stateFinancialAid": "North Carolina offers the NC Need-Based Scholarship for UNC system students, the Opportunity Scholarship for private school choice, and NC Promise keeping tuition at $500/semester at three UNC campuses (WCU, ECSU, UNCP).",
      "graduationRate": 59,
      "avgStartingSalary": 50800,
      "costOfLivingIndex": 96,
      "neighborStates": [
        "south-carolina",
        "virginia",
        "tennessee",
        "georgia"
      ]
    },
    {
      "slug": "north-dakota",
      "name": "North Dakota",
      "abbreviation": "ND",
      "avgPublicTuition": 9400,
      "avgPrivateTuition": 22800,
      "avgCommunityCollege": 4800,
      "avgRoomBoard": 10200,
      "medianStudentDebt": 32600,
      "topPublicSchools": [
        "University of North Dakota",
        "North Dakota State University",
        "Minot State University"
      ],
      "topPrivateSchools": [
        "University of Mary",
        "University of Jamestown"
      ],
      "stateFinancialAid": "North Dakota offers the North Dakota State Grant providing need-based aid up to $1,050/semester. The ND Scholars Program awards full tuition for top high school graduates. The ND Academic and Career and Technical Education Scholarship provides additional merit aid.",
      "graduationRate": 52,
      "avgStartingSalary": 49200,
      "costOfLivingIndex": 93,
      "neighborStates": [
        "minnesota",
        "south-dakota",
        "montana"
      ]
    },
    {
      "slug": "ohio",
      "name": "Ohio",
      "abbreviation": "OH",
      "avgPublicTuition": 11200,
      "avgPrivateTuition": 36800,
      "avgCommunityCollege": 4400,
      "avgRoomBoard": 12400,
      "medianStudentDebt": 33600,
      "topPublicSchools": [
        "Ohio State University",
        "University of Cincinnati",
        "Miami University",
        "Ohio University"
      ],
      "topPrivateSchools": [
        "Case Western Reserve University",
        "Oberlin College",
        "Kenyon College"
      ],
      "stateFinancialAid": "Ohio offers the Ohio College Opportunity Grant (OCOG) providing need-based aid up to $4,200/year. The Choose Ohio First Scholarship supports STEM students. Ohio's College Credit Plus program lets high school students earn free college credit.",
      "graduationRate": 57,
      "avgStartingSalary": 50400,
      "costOfLivingIndex": 91,
      "neighborStates": [
        "michigan",
        "indiana",
        "kentucky",
        "west-virginia"
      ]
    },
    {
      "slug": "oklahoma",
      "name": "Oklahoma",
      "abbreviation": "OK",
      "avgPublicTuition": 8500,
      "avgPrivateTuition": 28400,
      "avgCommunityCollege": 4000,
      "avgRoomBoard": 10600,
      "medianStudentDebt": 31200,
      "topPublicSchools": [
        "University of Oklahoma",
        "Oklahoma State University",
        "University of Central Oklahoma"
      ],
      "topPrivateSchools": [
        "University of Tulsa",
        "Oklahoma City University",
        "Oklahoma Baptist University"
      ],
      "stateFinancialAid": "Oklahoma's Promise (formerly OHLAP) covers tuition at Oklahoma public colleges for students from families earning under $60,000 who apply by 10th grade. The Oklahoma Tuition Aid Grant provides additional need-based support.",
      "graduationRate": 46,
      "avgStartingSalary": 47400,
      "costOfLivingIndex": 87,
      "neighborStates": [
        "kansas",
        "arkansas",
        "texas",
        "colorado"
      ]
    },
    {
      "slug": "oregon",
      "name": "Oregon",
      "abbreviation": "OR",
      "avgPublicTuition": 12100,
      "avgPrivateTuition": 44200,
      "avgCommunityCollege": 5200,
      "avgRoomBoard": 13200,
      "medianStudentDebt": 32400,
      "topPublicSchools": [
        "University of Oregon",
        "Oregon State University",
        "Portland State University"
      ],
      "topPrivateSchools": [
        "Reed College",
        "Lewis & Clark College",
        "Willamette University"
      ],
      "stateFinancialAid": "Oregon offers the Oregon Opportunity Grant providing need-based aid up to $3,600/year. The Oregon Promise covers community college tuition for recent high school graduates. The ASPIRE program connects students with scholarship mentors.",
      "graduationRate": 56,
      "avgStartingSalary": 51400,
      "costOfLivingIndex": 113,
      "neighborStates": [
        "washington",
        "california",
        "nevada",
        "idaho"
      ]
    },
    {
      "slug": "pennsylvania",
      "name": "Pennsylvania",
      "abbreviation": "PA",
      "avgPublicTuition": 15200,
      "avgPrivateTuition": 42400,
      "avgCommunityCollege": 6200,
      "avgRoomBoard": 13600,
      "medianStudentDebt": 39200,
      "topPublicSchools": [
        "Penn State University",
        "University of Pittsburgh",
        "Temple University",
        "Indiana University of Pennsylvania"
      ],
      "topPrivateSchools": [
        "University of Pennsylvania",
        "Carnegie Mellon University",
        "Swarthmore College"
      ],
      "stateFinancialAid": "Pennsylvania offers the PA State Grant Program providing need-based aid up to $4,898/year, one of the larger state grant programs. The Ready to Succeed Scholarship rewards academic achievement, and the PA Chafee Education and Training Grant helps foster youth.",
      "graduationRate": 62,
      "avgStartingSalary": 53800,
      "costOfLivingIndex": 101,
      "neighborStates": [
        "new-york",
        "new-jersey",
        "delaware",
        "maryland"
      ]
    },
    {
      "slug": "rhode-island",
      "name": "Rhode Island",
      "abbreviation": "RI",
      "avgPublicTuition": 14800,
      "avgPrivateTuition": 44200,
      "avgCommunityCollege": 5100,
      "avgRoomBoard": 14200,
      "medianStudentDebt": 36200,
      "topPublicSchools": [
        "University of Rhode Island",
        "Rhode Island College",
        "Community College of Rhode Island"
      ],
      "topPrivateSchools": [
        "Brown University",
        "Providence College",
        "Rhode Island School of Design"
      ],
      "stateFinancialAid": "Rhode Island offers the RI Promise Scholarship covering tuition at the Community College of Rhode Island for up to two years. The RI State Grant provides need-based aid up to $1,400/year for students at RI institutions.",
      "graduationRate": 58,
      "avgStartingSalary": 52800,
      "costOfLivingIndex": 107,
      "neighborStates": [
        "connecticut",
        "massachusetts"
      ]
    },
    {
      "slug": "south-carolina",
      "name": "South Carolina",
      "abbreviation": "SC",
      "avgPublicTuition": 12200,
      "avgPrivateTuition": 30800,
      "avgCommunityCollege": 4800,
      "avgRoomBoard": 11800,
      "medianStudentDebt": 36400,
      "topPublicSchools": [
        "University of South Carolina",
        "Clemson University",
        "College of Charleston",
        "Coastal Carolina University"
      ],
      "topPrivateSchools": [
        "Furman University",
        "Wofford College",
        "Presbyterian College"
      ],
      "stateFinancialAid": "South Carolina offers the LIFE Scholarship ($5,000/year) and Palmetto Fellows Scholarship ($6,800/year) for merit-based aid. The SC Need-Based Grant provides up to $2,500/year. SC Lottery Tuition Assistance covers community college tuition.",
      "graduationRate": 55,
      "avgStartingSalary": 48600,
      "costOfLivingIndex": 95,
      "neighborStates": [
        "north-carolina",
        "georgia"
      ]
    },
    {
      "slug": "south-dakota",
      "name": "South Dakota",
      "abbreviation": "SD",
      "avgPublicTuition": 9400,
      "avgPrivateTuition": 26200,
      "avgCommunityCollege": 6200,
      "avgRoomBoard": 9200,
      "medianStudentDebt": 32400,
      "topPublicSchools": [
        "South Dakota State University",
        "University of South Dakota",
        "South Dakota School of Mines & Technology"
      ],
      "topPrivateSchools": [
        "Augustana University",
        "University of Sioux Falls"
      ],
      "stateFinancialAid": "South Dakota offers the Opportunity Scholarship ($6,500 over 4 years) for students with strong ACT scores and GPA. The South Dakota Needs-Based Scholarship provides $1,500/year. The Build Dakota Scholarship covers full tuition for high-demand technical fields.",
      "graduationRate": 52,
      "avgStartingSalary": 46400,
      "costOfLivingIndex": 92,
      "neighborStates": [
        "north-dakota",
        "minnesota",
        "iowa",
        "nebraska"
      ]
    },
    {
      "slug": "tennessee",
      "name": "Tennessee",
      "abbreviation": "TN",
      "avgPublicTuition": 10000,
      "avgPrivateTuition": 33200,
      "avgCommunityCollege": 4400,
      "avgRoomBoard": 11600,
      "medianStudentDebt": 31400,
      "topPublicSchools": [
        "University of Tennessee Knoxville",
        "University of Memphis",
        "Middle Tennessee State University",
        "Tennessee Tech University"
      ],
      "topPrivateSchools": [
        "Vanderbilt University",
        "Rhodes College",
        "Sewanee: University of the South"
      ],
      "stateFinancialAid": "Tennessee Promise covers tuition at community colleges and select technology centers for all high school graduates. The Tennessee HOPE Scholarship provides $3,500-$4,500/year for merit-based aid. The Tennessee Reconnect program extends free community college to adults.",
      "graduationRate": 52,
      "avgStartingSalary": 48400,
      "costOfLivingIndex": 90,
      "neighborStates": [
        "kentucky",
        "virginia",
        "north-carolina",
        "georgia"
      ]
    },
    {
      "slug": "texas",
      "name": "Texas",
      "abbreviation": "TX",
      "avgPublicTuition": 10400,
      "avgPrivateTuition": 38600,
      "avgCommunityCollege": 2800,
      "avgRoomBoard": 11800,
      "medianStudentDebt": 31200,
      "topPublicSchools": [
        "UT Austin",
        "Texas A&M University",
        "University of Houston",
        "UT Dallas",
        "Texas Tech University"
      ],
      "topPrivateSchools": [
        "Rice University",
        "Southern Methodist University",
        "Trinity University"
      ],
      "stateFinancialAid": "Texas students should check current Texas Higher Education Coordinating Board and College For All Texans guidance for TEXAS Grant, Texas Educational Opportunity Grant (TEOG), Tuition Equalization Grant (TEG), Texas Public Educational Grant (TPEG), exemptions, waivers, and school-specific aid. Program eligibility, funding, priority deadlines, and award amounts vary by institution and award year.",
      "graduationRate": 55,
      "avgStartingSalary": 52600,
      "costOfLivingIndex": 92,
      "neighborStates": [
        "louisiana",
        "arkansas",
        "oklahoma",
        "new-mexico"
      ]
    },
    {
      "slug": "utah",
      "name": "Utah",
      "abbreviation": "UT",
      "avgPublicTuition": 7200,
      "avgPrivateTuition": 18600,
      "avgCommunityCollege": 3800,
      "avgRoomBoard": 10200,
      "medianStudentDebt": 24400,
      "topPublicSchools": [
        "University of Utah",
        "Utah State University",
        "Brigham Young University",
        "Weber State University"
      ],
      "topPrivateSchools": [
        "Westminster University",
        "Southern Utah University"
      ],
      "stateFinancialAid": "Utah offers the Regents' Scholarship ($1,000-$2,000) for students completing a rigorous high school curriculum. The New Century Scholarship rewards students completing associate degrees concurrent with high school. Utah has among the lowest tuition and debt in the nation.",
      "graduationRate": 50,
      "avgStartingSalary": 50200,
      "costOfLivingIndex": 97,
      "neighborStates": [
        "idaho",
        "wyoming",
        "colorado",
        "nevada"
      ]
    },
    {
      "slug": "vermont",
      "name": "Vermont",
      "abbreviation": "VT",
      "avgPublicTuition": 18200,
      "avgPrivateTuition": 46800,
      "avgCommunityCollege": 8400,
      "avgRoomBoard": 14400,
      "medianStudentDebt": 38600,
      "topPublicSchools": [
        "University of Vermont",
        "Vermont State University",
        "Northern Vermont University"
      ],
      "topPrivateSchools": [
        "Middlebury College",
        "Bennington College",
        "Champlain College"
      ],
      "stateFinancialAid": "Vermont offers the Vermont State Grant providing need-based aid up to $1,200/year and incentive grants for attending in-state institutions. Vermont has some of the highest public university tuition in the country, making financial aid critical.",
      "graduationRate": 60,
      "avgStartingSalary": 48800,
      "costOfLivingIndex": 108,
      "neighborStates": [
        "new-hampshire",
        "new-york",
        "massachusetts"
      ]
    },
    {
      "slug": "virginia",
      "name": "Virginia",
      "abbreviation": "VA",
      "avgPublicTuition": 14200,
      "avgPrivateTuition": 38400,
      "avgCommunityCollege": 5200,
      "avgRoomBoard": 12800,
      "medianStudentDebt": 33800,
      "topPublicSchools": [
        "University of Virginia",
        "Virginia Tech",
        "William & Mary",
        "James Madison University",
        "George Mason University"
      ],
      "topPrivateSchools": [
        "Washington and Lee University",
        "University of Richmond",
        "Hampden-Sydney College"
      ],
      "stateFinancialAid": "Virginia offers the Virginia Guaranteed Assistance Program (VGAP) covering tuition and fees for need-based students. The Virginia Tuition Assistance Grant provides up to $3,750/year for private college students. The G3 program covers community college tuition for in-demand fields.",
      "graduationRate": 68,
      "avgStartingSalary": 55200,
      "costOfLivingIndex": 104,
      "neighborStates": [
        "maryland",
        "north-carolina",
        "tennessee",
        "west-virginia"
      ]
    },
    {
      "slug": "washington",
      "name": "Washington",
      "abbreviation": "WA",
      "avgPublicTuition": 11200,
      "avgPrivateTuition": 42600,
      "avgCommunityCollege": 4600,
      "avgRoomBoard": 13400,
      "medianStudentDebt": 30800,
      "topPublicSchools": [
        "University of Washington",
        "Washington State University",
        "Western Washington University",
        "Central Washington University"
      ],
      "topPrivateSchools": [
        "Whitman College",
        "Seattle University",
        "Gonzaga University"
      ],
      "stateFinancialAid": "Washington College Grant covers full tuition for families earning up to 75% of state median income, with partial aid for higher incomes. The College Bound Scholarship guarantees aid for qualifying low-income 7th/8th graders. Washington is among the most generous aid states.",
      "graduationRate": 63,
      "avgStartingSalary": 56200,
      "costOfLivingIndex": 114,
      "neighborStates": [
        "oregon",
        "idaho"
      ]
    },
    {
      "slug": "west-virginia",
      "name": "West Virginia",
      "abbreviation": "WV",
      "avgPublicTuition": 8800,
      "avgPrivateTuition": 27200,
      "avgCommunityCollege": 4200,
      "avgRoomBoard": 10800,
      "medianStudentDebt": 32800,
      "topPublicSchools": [
        "West Virginia University",
        "Marshall University",
        "Shepherd University"
      ],
      "topPrivateSchools": [
        "West Virginia Wesleyan College",
        "Bethany College",
        "Davis & Elkins College"
      ],
      "stateFinancialAid": "West Virginia offers the PROMISE Scholarship covering full tuition for students with 3.0+ GPA and qualifying ACT/SAT scores. The WV Higher Education Grant provides need-based aid up to $2,700/year. The Invests Grant covers community college.",
      "graduationRate": 48,
      "avgStartingSalary": 44800,
      "costOfLivingIndex": 84,
      "neighborStates": [
        "virginia",
        "kentucky",
        "ohio",
        "pennsylvania"
      ]
    },
    {
      "slug": "wisconsin",
      "name": "Wisconsin",
      "abbreviation": "WI",
      "avgPublicTuition": 10600,
      "avgPrivateTuition": 35400,
      "avgCommunityCollege": 4600,
      "avgRoomBoard": 11200,
      "medianStudentDebt": 32200,
      "topPublicSchools": [
        "University of Wisconsin-Madison",
        "UW-Milwaukee",
        "UW-La Crosse",
        "UW-Eau Claire"
      ],
      "topPrivateSchools": [
        "Marquette University",
        "Lawrence University",
        "Beloit College"
      ],
      "stateFinancialAid": "Wisconsin offers the Wisconsin Grant providing need-based aid up to $3,000/year for UW students and $3,150/year for technical college students. The Academic Excellence Scholarship covers full tuition for top scholars. The Minority Undergraduate Retention Grant supports underrepresented students.",
      "graduationRate": 60,
      "avgStartingSalary": 50200,
      "costOfLivingIndex": 93,
      "neighborStates": [
        "minnesota",
        "michigan",
        "illinois",
        "iowa"
      ]
    },
    {
      "slug": "wyoming",
      "name": "Wyoming",
      "abbreviation": "WY",
      "avgPublicTuition": 5800,
      "avgPrivateTuition": 22000,
      "avgCommunityCollege": 3200,
      "avgRoomBoard": 10800,
      "medianStudentDebt": 27400,
      "topPublicSchools": [
        "University of Wyoming",
        "Casper College",
        "Northwest College"
      ],
      "topPrivateSchools": [
        "Wyoming Catholic College"
      ],
      "stateFinancialAid": "Wyoming offers the Hathaway Scholarship with four tiers ($840-$1,680/semester) based on high school performance. The WY Works program provides funding for high-demand career programs. Wyoming has the lowest in-state tuition in the nation.",
      "graduationRate": 48,
      "avgStartingSalary": 48600,
      "costOfLivingIndex": 95,
      "neighborStates": [
        "montana",
        "south-dakota",
        "nebraska",
        "colorado"
      ]
    },
    {
      "slug": "district-of-columbia",
      "name": "District of Columbia",
      "abbreviation": "DC",
      "avgPublicTuition": 7200,
      "avgPrivateTuition": 48600,
      "avgCommunityCollege": 3600,
      "avgRoomBoard": 16200,
      "medianStudentDebt": 38400,
      "topPublicSchools": [
        "University of the District of Columbia"
      ],
      "topPrivateSchools": [
        "Georgetown University",
        "George Washington University",
        "American University"
      ],
      "stateFinancialAid": "DC TAG (Tuition Assistance Grant) provides up to $10,000/year for DC residents to attend any public university nationwide at in-state rates, or $2,500/year at private/HBCU institutions. This is one of the most unique programs in the country.",
      "graduationRate": 32,
      "avgStartingSalary": 62400,
      "costOfLivingIndex": 158,
      "neighborStates": [
        "maryland",
        "virginia"
      ]
    }
  ]
}