{
  "$schema": "https://json-schema.org/draft-07/schema#",
  "name": "US College Major ROI Database 2026",
  "description": "150+ college majors with starting salary, lifetime earnings, payback years, unemployment rate",
  "source": "BLS Occupational Outlook + College Scoreboard + PayScale",
  "attribution": "Data via DegreeCalc (https://degreecalc.com/)",
  "license": "CC-BY 4.0",
  "last_updated": "2026-04-26",
  "total_records": 150,
  "contact": "https://degreecalc.com/contact/",
  "data": [
    {
      "slug": "computer-science",
      "name": "Computer Science",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 45000,
      "avg_starting_salary_usd": 85000,
      "avg_mid_career_salary_usd": 130000,
      "avg_late_career_salary_usd": 165000,
      "unemployment_rate_pct": 2.1,
      "underemployment_rate_pct": 12,
      "roi_payback_years": 2.8,
      "lifetime_earnings_premium_usd": 1200000,
      "permalink": "https://degreecalc.com/major/computer-science/"
    },
    {
      "slug": "data-science",
      "name": "Data Science",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 46000,
      "avg_starting_salary_usd": 82000,
      "avg_mid_career_salary_usd": 125000,
      "avg_late_career_salary_usd": 155000,
      "unemployment_rate_pct": 2.3,
      "underemployment_rate_pct": 10,
      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 1100000,
      "permalink": "https://degreecalc.com/major/data-science/"
    },
    {
      "slug": "software-engineering",
      "name": "Software Engineering",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 44000,
      "avg_starting_salary_usd": 88000,
      "avg_mid_career_salary_usd": 128000,
      "avg_late_career_salary_usd": 160000,
      "unemployment_rate_pct": 2,
      "underemployment_rate_pct": 11,
      "roi_payback_years": 2.7,
      "lifetime_earnings_premium_usd": 1180000,
      "permalink": "https://degreecalc.com/major/software-engineering/"
    },
    {
      "slug": "mathematics",
      "name": "Mathematics",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 65000,
      "avg_mid_career_salary_usd": 100000,
      "avg_late_career_salary_usd": 125000,
      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 18,
      "roi_payback_years": 4.2,
      "lifetime_earnings_premium_usd": 800000,
      "permalink": "https://degreecalc.com/major/mathematics/"
    },
    {
      "slug": "statistics",
      "name": "Statistics",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 41000,
      "avg_starting_salary_usd": 72000,
      "avg_mid_career_salary_usd": 108000,
      "avg_late_career_salary_usd": 135000,
      "unemployment_rate_pct": 2.8,
      "underemployment_rate_pct": 14,
      "roi_payback_years": 3.5,
      "lifetime_earnings_premium_usd": 900000,
      "permalink": "https://degreecalc.com/major/statistics/"
    },
    {
      "slug": "physics",
      "name": "Physics",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 62000,
      "avg_mid_career_salary_usd": 105000,
      "avg_late_career_salary_usd": 130000,
      "unemployment_rate_pct": 3.8,
      "underemployment_rate_pct": 20,
      "roi_payback_years": 4.5,
      "lifetime_earnings_premium_usd": 750000,
      "permalink": "https://degreecalc.com/major/physics/"
    },
    {
      "slug": "chemistry",
      "name": "Chemistry",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 55000,
      "avg_mid_career_salary_usd": 85000,
      "avg_late_career_salary_usd": 110000,
      "unemployment_rate_pct": 4.2,
      "underemployment_rate_pct": 25,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 550000,
      "permalink": "https://degreecalc.com/major/chemistry/"
    },
    {
      "slug": "biology",
      "name": "Biology",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 48000,
      "avg_mid_career_salary_usd": 75000,
      "avg_late_career_salary_usd": 95000,
      "unemployment_rate_pct": 4.5,
      "underemployment_rate_pct": 30,
      "roi_payback_years": 6,
      "lifetime_earnings_premium_usd": 400000,
      "permalink": "https://degreecalc.com/major/biology/"
    },
    {
      "slug": "biochemistry",
      "name": "Biochemistry",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 43000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 82000,
      "avg_late_career_salary_usd": 105000,
      "unemployment_rate_pct": 3.8,
      "underemployment_rate_pct": 26,
      "roi_payback_years": 5.8,
      "lifetime_earnings_premium_usd": 480000,
      "permalink": "https://degreecalc.com/major/biochemistry/"
    },
    {
      "slug": "information-technology",
      "name": "Information Technology",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 70000,
      "avg_mid_career_salary_usd": 100000,
      "avg_late_career_salary_usd": 125000,
      "unemployment_rate_pct": 2.5,
      "underemployment_rate_pct": 13,
      "roi_payback_years": 3.2,
      "lifetime_earnings_premium_usd": 850000,
      "permalink": "https://degreecalc.com/major/information-technology/"
    },
    {
      "slug": "cybersecurity",
      "name": "Cybersecurity",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 80000,
      "avg_mid_career_salary_usd": 115000,
      "avg_late_career_salary_usd": 145000,
      "unemployment_rate_pct": 1.5,
      "underemployment_rate_pct": 8,
      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 1050000,
      "permalink": "https://degreecalc.com/major/cybersecurity/"
    },
    {
      "slug": "environmental-science",
      "name": "Environmental Science",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 39000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 72000,
      "avg_late_career_salary_usd": 90000,
      "unemployment_rate_pct": 5,
      "underemployment_rate_pct": 30,
      "roi_payback_years": 6.5,
      "lifetime_earnings_premium_usd": 350000,
      "permalink": "https://degreecalc.com/major/environmental-science/"
    },
    {
      "slug": "neuroscience",
      "name": "Neuroscience",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 45000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 80000,
      "avg_late_career_salary_usd": 110000,
      "unemployment_rate_pct": 4,
      "underemployment_rate_pct": 28,
      "roi_payback_years": 6,
      "lifetime_earnings_premium_usd": 450000,
      "permalink": "https://degreecalc.com/major/neuroscience/"
    },
    {
      "slug": "astronomy",
      "name": "Astronomy",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 88000,
      "avg_late_career_salary_usd": 110000,
      "unemployment_rate_pct": 4.5,
      "underemployment_rate_pct": 25,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 500000,
      "permalink": "https://degreecalc.com/major/astronomy/"
    },
    {
      "slug": "geology",
      "name": "Geology",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 82000,
      "avg_late_career_salary_usd": 105000,
      "unemployment_rate_pct": 4,
      "underemployment_rate_pct": 22,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 520000,
      "permalink": "https://degreecalc.com/major/geology/"
    },
    {
      "slug": "actuarial-science",
      "name": "Actuarial Science",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 120000,
      "avg_late_career_salary_usd": 155000,
      "unemployment_rate_pct": 1.8,
      "underemployment_rate_pct": 8,
      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 1050000,
      "permalink": "https://degreecalc.com/major/actuarial-science/"
    },
    {
      "slug": "biomedical-science",
      "name": "Biomedical Science",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 43000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 78000,
      "avg_late_career_salary_usd": 100000,
      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 24,
      "roi_payback_years": 5.8,
      "lifetime_earnings_premium_usd": 440000,
      "permalink": "https://degreecalc.com/major/biomedical-science/"
    },
    {
      "slug": "applied-mathematics",
      "name": "Applied Mathematics",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 41000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 110000,
      "avg_late_career_salary_usd": 140000,
      "unemployment_rate_pct": 2.5,
      "underemployment_rate_pct": 12,
      "roi_payback_years": 3.5,
      "lifetime_earnings_premium_usd": 950000,
      "permalink": "https://degreecalc.com/major/applied-mathematics/"
    },
    {
      "slug": "marine-biology",
      "name": "Marine Biology",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 62000,
      "avg_late_career_salary_usd": 78000,
      "unemployment_rate_pct": 5.5,
      "underemployment_rate_pct": 35,
      "roi_payback_years": 7.5,
      "lifetime_earnings_premium_usd": 250000,
      "permalink": "https://degreecalc.com/major/marine-biology/"
    },
    {
      "slug": "biotechnology",
      "name": "Biotechnology",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 44000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 90000,
      "avg_late_career_salary_usd": 115000,
      "unemployment_rate_pct": 3.2,
      "underemployment_rate_pct": 18,
      "roi_payback_years": 4.8,
      "lifetime_earnings_premium_usd": 650000,
      "permalink": "https://degreecalc.com/major/biotechnology/"
    },
    {
      "slug": "pharmaceutical-sciences",
      "name": "Pharmaceutical Sciences",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 46000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 95000,
      "avg_late_career_salary_usd": 120000,
      "unemployment_rate_pct": 2.8,
      "underemployment_rate_pct": 15,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 700000,
      "permalink": "https://degreecalc.com/major/pharmaceutical-sciences/"
    },
    {
      "slug": "geographic-information-science",
      "name": "Geographic Information Science",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 37000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 78000,
      "avg_late_career_salary_usd": 95000,
      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 18,
      "roi_payback_years": 4.5,
      "lifetime_earnings_premium_usd": 500000,
      "permalink": "https://degreecalc.com/major/geographic-information-science/"
    },
    {
      "slug": "food-science",
      "name": "Food Science",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 78000,
      "avg_late_career_salary_usd": 95000,
      "unemployment_rate_pct": 3,
      "underemployment_rate_pct": 18,
      "roi_payback_years": 4.5,
      "lifetime_earnings_premium_usd": 480000,
      "permalink": "https://degreecalc.com/major/food-science/"
    },
    {
      "slug": "cognitive-science",
      "name": "Cognitive Science",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 44000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 95000,
      "avg_late_career_salary_usd": 120000,
      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 20,
      "roi_payback_years": 4.8,
      "lifetime_earnings_premium_usd": 650000,
      "permalink": "https://degreecalc.com/major/cognitive-science/"
    },
    {
      "slug": "mechanical-engineering",
      "name": "Mechanical Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 48000,
      "avg_starting_salary_usd": 78000,
      "avg_mid_career_salary_usd": 110000,
      "avg_late_career_salary_usd": 138000,
      "unemployment_rate_pct": 2.5,
      "underemployment_rate_pct": 10,
      "roi_payback_years": 3.5,
      "lifetime_earnings_premium_usd": 950000,
      "permalink": "https://degreecalc.com/major/mechanical-engineering/"
    },
    {
      "slug": "electrical-engineering",
      "name": "Electrical Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 48000,
      "avg_starting_salary_usd": 80000,
      "avg_mid_career_salary_usd": 115000,
      "avg_late_career_salary_usd": 142000,
      "unemployment_rate_pct": 2.3,
      "underemployment_rate_pct": 11,
      "roi_payback_years": 3.3,
      "lifetime_earnings_premium_usd": 1000000,
      "permalink": "https://degreecalc.com/major/electrical-engineering/"
    },
    {
      "slug": "civil-engineering",
      "name": "Civil Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 44000,
      "avg_starting_salary_usd": 68000,
      "avg_mid_career_salary_usd": 100000,
      "avg_late_career_salary_usd": 125000,
      "unemployment_rate_pct": 2.8,
      "underemployment_rate_pct": 10,
      "roi_payback_years": 3.8,
      "lifetime_earnings_premium_usd": 850000,
      "permalink": "https://degreecalc.com/major/civil-engineering/"
    },
    {
      "slug": "chemical-engineering",
      "name": "Chemical Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 48000,
      "avg_starting_salary_usd": 82000,
      "avg_mid_career_salary_usd": 120000,
      "avg_late_career_salary_usd": 150000,
      "unemployment_rate_pct": 2.5,
      "underemployment_rate_pct": 10,
      "roi_payback_years": 3.2,
      "lifetime_earnings_premium_usd": 1050000,
      "permalink": "https://degreecalc.com/major/chemical-engineering/"
    },
    {
      "slug": "biomedical-engineering",
      "name": "Biomedical Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 50000,
      "avg_starting_salary_usd": 72000,
      "avg_mid_career_salary_usd": 105000,
      "avg_late_career_salary_usd": 135000,
      "unemployment_rate_pct": 3,
      "underemployment_rate_pct": 15,
      "roi_payback_years": 4,
      "lifetime_earnings_premium_usd": 850000,
      "permalink": "https://degreecalc.com/major/biomedical-engineering/"
    },
    {
      "slug": "aerospace-engineering",
      "name": "Aerospace Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 50000,
      "avg_starting_salary_usd": 80000,
      "avg_mid_career_salary_usd": 115000,
      "avg_late_career_salary_usd": 145000,
      "unemployment_rate_pct": 2.2,
      "underemployment_rate_pct": 10,
      "roi_payback_years": 3.5,
      "lifetime_earnings_premium_usd": 980000,
      "permalink": "https://degreecalc.com/major/aerospace-engineering/"
    },
    {
      "slug": "computer-engineering",
      "name": "Computer Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 48000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 125000,
      "avg_late_career_salary_usd": 155000,
      "unemployment_rate_pct": 2,
      "underemployment_rate_pct": 10,
      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 1100000,
      "permalink": "https://degreecalc.com/major/computer-engineering/"
    },
    {
      "slug": "industrial-engineering",
      "name": "Industrial Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 44000,
      "avg_starting_salary_usd": 75000,
      "avg_mid_career_salary_usd": 105000,
      "avg_late_career_salary_usd": 130000,
      "unemployment_rate_pct": 2.8,
      "underemployment_rate_pct": 12,
      "roi_payback_years": 3.5,
      "lifetime_earnings_premium_usd": 900000,
      "permalink": "https://degreecalc.com/major/industrial-engineering/"
    },
    {
      "slug": "environmental-engineering",
      "name": "Environmental Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 45000,
      "avg_starting_salary_usd": 65000,
      "avg_mid_career_salary_usd": 95000,
      "avg_late_career_salary_usd": 120000,
      "unemployment_rate_pct": 3.2,
      "underemployment_rate_pct": 14,
      "roi_payback_years": 4.2,
      "lifetime_earnings_premium_usd": 750000,
      "permalink": "https://degreecalc.com/major/environmental-engineering/"
    },
    {
      "slug": "materials-science-engineering",
      "name": "Materials Science & Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 46000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 108000,
      "avg_late_career_salary_usd": 135000,
      "unemployment_rate_pct": 2.5,
      "underemployment_rate_pct": 12,
      "roi_payback_years": 3.8,
      "lifetime_earnings_premium_usd": 900000,
      "permalink": "https://degreecalc.com/major/materials-science-engineering/"
    },
    {
      "slug": "petroleum-engineering",
      "name": "Petroleum Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 140000,
      "avg_late_career_salary_usd": 175000,
      "unemployment_rate_pct": 4.5,
      "underemployment_rate_pct": 8,
      "roi_payback_years": 2.5,
      "lifetime_earnings_premium_usd": 1300000,
      "permalink": "https://degreecalc.com/major/petroleum-engineering/"
    },
    {
      "slug": "nuclear-engineering",
      "name": "Nuclear Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 48000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 118000,
      "avg_late_career_salary_usd": 148000,
      "unemployment_rate_pct": 2,
      "underemployment_rate_pct": 8,
      "roi_payback_years": 3.3,
      "lifetime_earnings_premium_usd": 1000000,
      "permalink": "https://degreecalc.com/major/nuclear-engineering/"
    },
    {
      "slug": "construction-management",
      "name": "Construction Management",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 95000,
      "avg_late_career_salary_usd": 120000,
      "unemployment_rate_pct": 2.8,
      "underemployment_rate_pct": 8,
      "roi_payback_years": 3.2,
      "lifetime_earnings_premium_usd": 800000,
      "permalink": "https://degreecalc.com/major/construction-management/"
    },
    {
      "slug": "mining-engineering",
      "name": "Mining Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
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      "lifetime_earnings_premium_usd": 880000,
      "permalink": "https://degreecalc.com/major/mining-engineering/"
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      "slug": "finance",
      "name": "Finance",
      "category": "Business",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 70000,
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      "lifetime_earnings_premium_usd": 950000,
      "permalink": "https://degreecalc.com/major/finance/"
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      "slug": "accounting",
      "name": "Accounting",
      "category": "Business",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 62000,
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      "underemployment_rate_pct": 12,
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      "lifetime_earnings_premium_usd": 750000,
      "permalink": "https://degreecalc.com/major/accounting/"
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    {
      "slug": "business-administration",
      "name": "Business Administration",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 58000,
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      "underemployment_rate_pct": 20,
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      "lifetime_earnings_premium_usd": 650000,
      "permalink": "https://degreecalc.com/major/business-administration/"
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    {
      "slug": "marketing",
      "name": "Marketing",
      "category": "Business",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 55000,
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      "underemployment_rate_pct": 22,
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      "lifetime_earnings_premium_usd": 600000,
      "permalink": "https://degreecalc.com/major/marketing/"
    },
    {
      "slug": "economics",
      "name": "Economics",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 65000,
      "avg_mid_career_salary_usd": 100000,
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      "underemployment_rate_pct": 18,
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      "lifetime_earnings_premium_usd": 850000,
      "permalink": "https://degreecalc.com/major/economics/"
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    {
      "slug": "management",
      "name": "Management",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 37000,
      "avg_starting_salary_usd": 56000,
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      "lifetime_earnings_premium_usd": 600000,
      "permalink": "https://degreecalc.com/major/management/"
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      "slug": "supply-chain-management",
      "name": "Supply Chain Management",
      "category": "Business",
      "degree_level": "Bachelor's",
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      "lifetime_earnings_premium_usd": 800000,
      "permalink": "https://degreecalc.com/major/supply-chain-management/"
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    {
      "slug": "information-systems",
      "name": "Information Systems",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 100000,
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      "roi_payback_years": 3.3,
      "lifetime_earnings_premium_usd": 880000,
      "permalink": "https://degreecalc.com/major/information-systems/"
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    {
      "slug": "entrepreneurship",
      "name": "Entrepreneurship",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
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      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 550000,
      "permalink": "https://degreecalc.com/major/entrepreneurship/"
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    {
      "slug": "human-resources",
      "name": "Human Resources",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
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      "lifetime_earnings_premium_usd": 500000,
      "permalink": "https://degreecalc.com/major/human-resources/"
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    {
      "slug": "real-estate",
      "name": "Real Estate",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
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      "underemployment_rate_pct": 15,
      "roi_payback_years": 4,
      "lifetime_earnings_premium_usd": 700000,
      "permalink": "https://degreecalc.com/major/real-estate/"
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      "slug": "international-business",
      "name": "International Business",
      "category": "Business",
      "degree_level": "Bachelor's",
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      "underemployment_rate_pct": 22,
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      "lifetime_earnings_premium_usd": 600000,
      "permalink": "https://degreecalc.com/major/international-business/"
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    {
      "slug": "hospitality-management",
      "name": "Hospitality Management",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
      "avg_starting_salary_usd": 50000,
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      "underemployment_rate_pct": 25,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 400000,
      "permalink": "https://degreecalc.com/major/hospitality-management/"
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    {
      "slug": "operations-management",
      "name": "Operations Management",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
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      "avg_mid_career_salary_usd": 92000,
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      "underemployment_rate_pct": 14,
      "roi_payback_years": 3.8,
      "lifetime_earnings_premium_usd": 720000,
      "permalink": "https://degreecalc.com/major/operations-management/"
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    {
      "slug": "nursing",
      "name": "Nursing",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 68000,
      "avg_mid_career_salary_usd": 82000,
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      "underemployment_rate_pct": 5,
      "roi_payback_years": 3.2,
      "lifetime_earnings_premium_usd": 700000,
      "permalink": "https://degreecalc.com/major/nursing/"
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    {
      "slug": "public-health",
      "name": "Public Health",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
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      "underemployment_rate_pct": 22,
      "roi_payback_years": 5.2,
      "lifetime_earnings_premium_usd": 420000,
      "permalink": "https://degreecalc.com/major/public-health/"
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    {
      "slug": "health-sciences",
      "name": "Health Sciences",
      "category": "Healthcare",
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      "avg_tuition_total_usd": 37000,
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      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 380000,
      "permalink": "https://degreecalc.com/major/health-sciences/"
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    {
      "slug": "nutrition",
      "name": "Nutrition & Dietetics",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
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      "unemployment_rate_pct": 3,
      "underemployment_rate_pct": 18,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 350000,
      "permalink": "https://degreecalc.com/major/nutrition/"
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    {
      "slug": "kinesiology",
      "name": "Kinesiology",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 34000,
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      "avg_mid_career_salary_usd": 62000,
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      "roi_payback_years": 6,
      "lifetime_earnings_premium_usd": 300000,
      "permalink": "https://degreecalc.com/major/kinesiology/"
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    {
      "slug": "occupational-therapy",
      "name": "Occupational Therapy",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
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      "avg_mid_career_salary_usd": 78000,
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      "lifetime_earnings_premium_usd": 550000,
      "permalink": "https://degreecalc.com/major/occupational-therapy/"
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    {
      "slug": "dental-hygiene",
      "name": "Dental Hygiene",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
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      "avg_mid_career_salary_usd": 75000,
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      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 520000,
      "permalink": "https://degreecalc.com/major/dental-hygiene/"
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    {
      "slug": "health-informatics",
      "name": "Health Informatics",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
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      "avg_mid_career_salary_usd": 88000,
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      "roi_payback_years": 3.8,
      "lifetime_earnings_premium_usd": 700000,
      "permalink": "https://degreecalc.com/major/health-informatics/"
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    {
      "slug": "exercise-science",
      "name": "Exercise Science",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 33000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 58000,
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      "unemployment_rate_pct": 4.5,
      "underemployment_rate_pct": 32,
      "roi_payback_years": 6.5,
      "lifetime_earnings_premium_usd": 250000,
      "permalink": "https://degreecalc.com/major/exercise-science/"
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    {
      "slug": "speech-language-pathology",
      "name": "Speech-Language Pathology",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
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      "avg_mid_career_salary_usd": 75000,
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      "unemployment_rate_pct": 1.5,
      "underemployment_rate_pct": 8,
      "roi_payback_years": 4.2,
      "lifetime_earnings_premium_usd": 480000,
      "permalink": "https://degreecalc.com/major/speech-language-pathology/"
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    {
      "slug": "pharmacy",
      "name": "Pharmacy",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 50000,
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      "avg_mid_career_salary_usd": 125000,
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      "roi_payback_years": 3.5,
      "lifetime_earnings_premium_usd": 950000,
      "permalink": "https://degreecalc.com/major/pharmacy/"
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    {
      "slug": "radiologic-technology",
      "name": "Radiologic Technology",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 32000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 72000,
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      "unemployment_rate_pct": 1.5,
      "underemployment_rate_pct": 6,
      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 500000,
      "permalink": "https://degreecalc.com/major/radiologic-technology/"
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    {
      "slug": "respiratory-therapy",
      "name": "Respiratory Therapy",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
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      "avg_mid_career_salary_usd": 68000,
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      "unemployment_rate_pct": 1.5,
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      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 450000,
      "permalink": "https://degreecalc.com/major/respiratory-therapy/"
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    {
      "slug": "healthcare-administration",
      "name": "Healthcare Administration",
      "category": "Healthcare",
      "degree_level": "Bachelor's",
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      "avg_mid_career_salary_usd": 82000,
      "avg_late_career_salary_usd": 105000,
      "unemployment_rate_pct": 2.5,
      "underemployment_rate_pct": 15,
      "roi_payback_years": 4,
      "lifetime_earnings_premium_usd": 600000,
      "permalink": "https://degreecalc.com/major/healthcare-administration/"
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    {
      "slug": "english",
      "name": "English",
      "category": "Humanities",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 42000,
      "avg_mid_career_salary_usd": 62000,
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      "unemployment_rate_pct": 4.5,
      "underemployment_rate_pct": 38,
      "roi_payback_years": 7,
      "lifetime_earnings_premium_usd": 220000,
      "permalink": "https://degreecalc.com/major/english/"
    },
    {
      "slug": "history",
      "name": "History",
      "category": "Humanities",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 44000,
      "avg_mid_career_salary_usd": 62000,
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      "unemployment_rate_pct": 4.8,
      "underemployment_rate_pct": 40,
      "roi_payback_years": 7.5,
      "lifetime_earnings_premium_usd": 200000,
      "permalink": "https://degreecalc.com/major/history/"
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    {
      "slug": "philosophy",
      "name": "Philosophy",
      "category": "Humanities",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 44000,
      "avg_mid_career_salary_usd": 70000,
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      "roi_payback_years": 6.5,
      "lifetime_earnings_premium_usd": 300000,
      "permalink": "https://degreecalc.com/major/philosophy/"
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    {
      "slug": "creative-writing",
      "name": "Creative Writing",
      "category": "Humanities",
      "degree_level": "Bachelor's",
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      "avg_mid_career_salary_usd": 55000,
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      "unemployment_rate_pct": 5.5,
      "underemployment_rate_pct": 42,
      "roi_payback_years": 8,
      "lifetime_earnings_premium_usd": 150000,
      "permalink": "https://degreecalc.com/major/creative-writing/"
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    {
      "slug": "religious-studies",
      "name": "Religious Studies",
      "category": "Humanities",
      "degree_level": "Bachelor's",
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      "avg_mid_career_salary_usd": 55000,
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      "roi_payback_years": 7.5,
      "lifetime_earnings_premium_usd": 150000,
      "permalink": "https://degreecalc.com/major/religious-studies/"
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    {
      "slug": "linguistics",
      "name": "Linguistics",
      "category": "Humanities",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 72000,
      "avg_late_career_salary_usd": 90000,
      "unemployment_rate_pct": 4,
      "underemployment_rate_pct": 28,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 380000,
      "permalink": "https://degreecalc.com/major/linguistics/"
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    {
      "slug": "classics",
      "name": "Classics",
      "category": "Humanities",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 60000,
      "avg_late_career_salary_usd": 75000,
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      "underemployment_rate_pct": 42,
      "roi_payback_years": 8,
      "lifetime_earnings_premium_usd": 160000,
      "permalink": "https://degreecalc.com/major/classics/"
    },
    {
      "slug": "foreign-languages",
      "name": "Foreign Languages & Literatures",
      "category": "Humanities",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 65000,
      "avg_late_career_salary_usd": 80000,
      "unemployment_rate_pct": 4.2,
      "underemployment_rate_pct": 32,
      "roi_payback_years": 6.5,
      "lifetime_earnings_premium_usd": 280000,
      "permalink": "https://degreecalc.com/major/foreign-languages/"
    },
    {
      "slug": "gender-studies",
      "name": "Gender Studies",
      "category": "Humanities",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 55000,
      "avg_late_career_salary_usd": 68000,
      "unemployment_rate_pct": 5.5,
      "underemployment_rate_pct": 45,
      "roi_payback_years": 8,
      "lifetime_earnings_premium_usd": 130000,
      "permalink": "https://degreecalc.com/major/gender-studies/"
    },
    {
      "slug": "art-history",
      "name": "Art History",
      "category": "Humanities",
      "degree_level": "Bachelor's",
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      "lifetime_earnings_premium_usd": 170000,
      "permalink": "https://degreecalc.com/major/art-history/"
    },
    {
      "slug": "music",
      "name": "Music",
      "category": "Humanities",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 40000,
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      "underemployment_rate_pct": 45,
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      "lifetime_earnings_premium_usd": 100000,
      "permalink": "https://degreecalc.com/major/music/"
    },
    {
      "slug": "theater",
      "name": "Theater & Drama",
      "category": "Humanities",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 40000,
      "avg_mid_career_salary_usd": 50000,
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      "underemployment_rate_pct": 48,
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      "lifetime_earnings_premium_usd": 80000,
      "permalink": "https://degreecalc.com/major/theater/"
    },
    {
      "slug": "psychology",
      "name": "Psychology",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 44000,
      "avg_mid_career_salary_usd": 65000,
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      "underemployment_rate_pct": 35,
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      "lifetime_earnings_premium_usd": 320000,
      "permalink": "https://degreecalc.com/major/psychology/"
    },
    {
      "slug": "sociology",
      "name": "Sociology",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
      "avg_starting_salary_usd": 44000,
      "avg_mid_career_salary_usd": 60000,
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      "lifetime_earnings_premium_usd": 250000,
      "permalink": "https://degreecalc.com/major/sociology/"
    },
    {
      "slug": "political-science",
      "name": "Political Science",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 48000,
      "avg_mid_career_salary_usd": 72000,
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      "underemployment_rate_pct": 30,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 400000,
      "permalink": "https://degreecalc.com/major/political-science/"
    },
    {
      "slug": "international-relations",
      "name": "International Relations",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 78000,
      "avg_late_career_salary_usd": 100000,
      "unemployment_rate_pct": 3.8,
      "underemployment_rate_pct": 28,
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      "lifetime_earnings_premium_usd": 480000,
      "permalink": "https://degreecalc.com/major/international-relations/"
    },
    {
      "slug": "anthropology",
      "name": "Anthropology",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 58000,
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      "underemployment_rate_pct": 40,
      "roi_payback_years": 7,
      "lifetime_earnings_premium_usd": 200000,
      "permalink": "https://degreecalc.com/major/anthropology/"
    },
    {
      "slug": "social-work",
      "name": "Social Work",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 34000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 55000,
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      "underemployment_rate_pct": 15,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 280000,
      "permalink": "https://degreecalc.com/major/social-work/"
    },
    {
      "slug": "criminal-justice",
      "name": "Criminal Justice",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 32000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 62000,
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      "underemployment_rate_pct": 22,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 350000,
      "permalink": "https://degreecalc.com/major/criminal-justice/"
    },
    {
      "slug": "geography",
      "name": "Geography",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 68000,
      "avg_late_career_salary_usd": 85000,
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      "underemployment_rate_pct": 25,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 350000,
      "permalink": "https://degreecalc.com/major/geography/"
    },
    {
      "slug": "urban-planning",
      "name": "Urban Planning",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 72000,
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      "underemployment_rate_pct": 18,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 420000,
      "permalink": "https://degreecalc.com/major/urban-planning/"
    },
    {
      "slug": "forensic-science",
      "name": "Forensic Science",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 68000,
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      "underemployment_rate_pct": 18,
      "roi_payback_years": 4.8,
      "lifetime_earnings_premium_usd": 400000,
      "permalink": "https://degreecalc.com/major/forensic-science/"
    },
    {
      "slug": "sustainability-studies",
      "name": "Sustainability Studies",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 37000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 68000,
      "avg_late_career_salary_usd": 85000,
      "unemployment_rate_pct": 4,
      "underemployment_rate_pct": 28,
      "roi_payback_years": 5.8,
      "lifetime_earnings_premium_usd": 340000,
      "permalink": "https://degreecalc.com/major/sustainability-studies/"
    },
    {
      "slug": "archaeology",
      "name": "Archaeology",
      "category": "Social Sciences",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 55000,
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      "unemployment_rate_pct": 5,
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      "roi_payback_years": 7.5,
      "lifetime_earnings_premium_usd": 180000,
      "permalink": "https://degreecalc.com/major/archaeology/"
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    {
      "slug": "graphic-design",
      "name": "Graphic Design",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 48000,
      "avg_mid_career_salary_usd": 72000,
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      "unemployment_rate_pct": 4,
      "underemployment_rate_pct": 22,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 380000,
      "permalink": "https://degreecalc.com/major/graphic-design/"
    },
    {
      "slug": "ux-design",
      "name": "UX Design",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 110000,
      "avg_late_career_salary_usd": 135000,
      "unemployment_rate_pct": 2.5,
      "underemployment_rate_pct": 10,
      "roi_payback_years": 3.2,
      "lifetime_earnings_premium_usd": 900000,
      "permalink": "https://degreecalc.com/major/ux-design/"
    },
    {
      "slug": "architecture",
      "name": "Architecture",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 50000,
      "avg_starting_salary_usd": 58000,
      "avg_mid_career_salary_usd": 82000,
      "avg_late_career_salary_usd": 105000,
      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 15,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 480000,
      "permalink": "https://degreecalc.com/major/architecture/"
    },
    {
      "slug": "interior-design",
      "name": "Interior Design",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 62000,
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      "unemployment_rate_pct": 4,
      "underemployment_rate_pct": 22,
      "roi_payback_years": 5.8,
      "lifetime_earnings_premium_usd": 300000,
      "permalink": "https://degreecalc.com/major/interior-design/"
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    {
      "slug": "fine-arts",
      "name": "Fine Arts",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 52000,
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      "unemployment_rate_pct": 5.5,
      "underemployment_rate_pct": 48,
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      "lifetime_earnings_premium_usd": 100000,
      "permalink": "https://degreecalc.com/major/fine-arts/"
    },
    {
      "slug": "animation",
      "name": "Animation & Game Design",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 44000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 82000,
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      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 18,
      "roi_payback_years": 4.8,
      "lifetime_earnings_premium_usd": 520000,
      "permalink": "https://degreecalc.com/major/animation/"
    },
    {
      "slug": "fashion-design",
      "name": "Fashion Design",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 62000,
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      "unemployment_rate_pct": 4.5,
      "underemployment_rate_pct": 28,
      "roi_payback_years": 6.5,
      "lifetime_earnings_premium_usd": 250000,
      "permalink": "https://degreecalc.com/major/fashion-design/"
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    {
      "slug": "industrial-design",
      "name": "Industrial Design",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 44000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 82000,
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      "unemployment_rate_pct": 3.5,
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      "roi_payback_years": 4.8,
      "lifetime_earnings_premium_usd": 520000,
      "permalink": "https://degreecalc.com/major/industrial-design/"
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    {
      "slug": "film-studies",
      "name": "Film & Media Studies",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 60000,
      "avg_late_career_salary_usd": 78000,
      "unemployment_rate_pct": 5,
      "underemployment_rate_pct": 38,
      "roi_payback_years": 7.5,
      "lifetime_earnings_premium_usd": 200000,
      "permalink": "https://degreecalc.com/major/film-studies/"
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    {
      "slug": "photography",
      "name": "Photography",
      "category": "Arts & Design",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 52000,
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      "unemployment_rate_pct": 5.5,
      "underemployment_rate_pct": 42,
      "roi_payback_years": 8.5,
      "lifetime_earnings_premium_usd": 120000,
      "permalink": "https://degreecalc.com/major/photography/"
    },
    {
      "slug": "elementary-education",
      "name": "Elementary Education",
      "category": "Education",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 32000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 55000,
      "avg_late_career_salary_usd": 62000,
      "unemployment_rate_pct": 2.5,
      "underemployment_rate_pct": 8,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 280000,
      "permalink": "https://degreecalc.com/major/elementary-education/"
    },
    {
      "slug": "special-education",
      "name": "Special Education",
      "category": "Education",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 33000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 55000,
      "avg_late_career_salary_usd": 62000,
      "unemployment_rate_pct": 1.5,
      "underemployment_rate_pct": 5,
      "roi_payback_years": 4.8,
      "lifetime_earnings_premium_usd": 300000,
      "permalink": "https://degreecalc.com/major/special-education/"
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    {
      "slug": "early-childhood-education",
      "name": "Early Childhood Education",
      "category": "Education",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 30000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 45000,
      "avg_late_career_salary_usd": 52000,
      "unemployment_rate_pct": 2,
      "underemployment_rate_pct": 10,
      "roi_payback_years": 6,
      "lifetime_earnings_premium_usd": 180000,
      "permalink": "https://degreecalc.com/major/early-childhood-education/"
    },
    {
      "slug": "music-education",
      "name": "Music Education",
      "category": "Education",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 55000,
      "avg_late_career_salary_usd": 65000,
      "unemployment_rate_pct": 3,
      "underemployment_rate_pct": 12,
      "roi_payback_years": 6,
      "lifetime_earnings_premium_usd": 250000,
      "permalink": "https://degreecalc.com/major/music-education/"
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    {
      "slug": "physical-education",
      "name": "Physical Education",
      "category": "Education",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 52000,
      "avg_late_career_salary_usd": 60000,
      "unemployment_rate_pct": 3,
      "underemployment_rate_pct": 12,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 250000,
      "permalink": "https://degreecalc.com/major/physical-education/"
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    {
      "slug": "instructional-design",
      "name": "Instructional Design & Technology",
      "category": "Education",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 78000,
      "avg_late_career_salary_usd": 95000,
      "unemployment_rate_pct": 2.5,
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      "roi_payback_years": 3.8,
      "lifetime_earnings_premium_usd": 580000,
      "permalink": "https://degreecalc.com/major/instructional-design/"
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    {
      "slug": "higher-education-administration",
      "name": "Higher Education Administration",
      "category": "Education",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 34000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 62000,
      "avg_late_career_salary_usd": 80000,
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      "underemployment_rate_pct": 18,
      "roi_payback_years": 5.2,
      "lifetime_earnings_premium_usd": 350000,
      "permalink": "https://degreecalc.com/major/higher-education-administration/"
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    {
      "slug": "educational-psychology",
      "name": "Educational Psychology",
      "category": "Education",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 65000,
      "avg_late_career_salary_usd": 82000,
      "unemployment_rate_pct": 3,
      "underemployment_rate_pct": 20,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 380000,
      "permalink": "https://degreecalc.com/major/educational-psychology/"
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    {
      "slug": "communications",
      "name": "Communications",
      "category": "Communications",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 46000,
      "avg_mid_career_salary_usd": 70000,
      "avg_late_career_salary_usd": 88000,
      "unemployment_rate_pct": 4,
      "underemployment_rate_pct": 28,
      "roi_payback_years": 5.2,
      "lifetime_earnings_premium_usd": 380000,
      "permalink": "https://degreecalc.com/major/communications/"
    },
    {
      "slug": "journalism",
      "name": "Journalism",
      "category": "Communications",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 44000,
      "avg_mid_career_salary_usd": 62000,
      "avg_late_career_salary_usd": 78000,
      "unemployment_rate_pct": 4.5,
      "underemployment_rate_pct": 30,
      "roi_payback_years": 6,
      "lifetime_earnings_premium_usd": 280000,
      "permalink": "https://degreecalc.com/major/journalism/"
    },
    {
      "slug": "public-relations",
      "name": "Public Relations",
      "category": "Communications",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 36000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 72000,
      "avg_late_career_salary_usd": 92000,
      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 22,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 420000,
      "permalink": "https://degreecalc.com/major/public-relations/"
    },
    {
      "slug": "advertising",
      "name": "Advertising",
      "category": "Communications",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 37000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 75000,
      "avg_late_career_salary_usd": 95000,
      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 20,
      "roi_payback_years": 5,
      "lifetime_earnings_premium_usd": 450000,
      "permalink": "https://degreecalc.com/major/advertising/"
    },
    {
      "slug": "digital-media",
      "name": "Digital Media",
      "category": "Communications",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 75000,
      "avg_late_career_salary_usd": 95000,
      "unemployment_rate_pct": 3.5,
      "underemployment_rate_pct": 20,
      "roi_payback_years": 4.8,
      "lifetime_earnings_premium_usd": 450000,
      "permalink": "https://degreecalc.com/major/digital-media/"
    },
    {
      "slug": "technical-writing",
      "name": "Technical Writing",
      "category": "Communications",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 34000,
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      "lifetime_earnings_premium_usd": 580000,
      "permalink": "https://degreecalc.com/major/technical-writing/"
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    {
      "slug": "pre-law",
      "name": "Pre-Law / Legal Studies",
      "category": "Legal Studies",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 82000,
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      "underemployment_rate_pct": 22,
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      "lifetime_earnings_premium_usd": 550000,
      "permalink": "https://degreecalc.com/major/pre-law/"
    },
    {
      "slug": "paralegal-studies",
      "name": "Paralegal Studies",
      "category": "Legal Studies",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 30000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 62000,
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      "underemployment_rate_pct": 10,
      "roi_payback_years": 3.5,
      "lifetime_earnings_premium_usd": 400000,
      "permalink": "https://degreecalc.com/major/paralegal-studies/"
    },
    {
      "slug": "homeland-security",
      "name": "Homeland Security",
      "category": "Legal Studies",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 32000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 72000,
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      "underemployment_rate_pct": 12,
      "roi_payback_years": 4,
      "lifetime_earnings_premium_usd": 500000,
      "permalink": "https://degreecalc.com/major/homeland-security/"
    },
    {
      "slug": "agricultural-science",
      "name": "Agricultural Science",
      "category": "Agriculture",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 30000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 72000,
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      "underemployment_rate_pct": 15,
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      "lifetime_earnings_premium_usd": 480000,
      "permalink": "https://degreecalc.com/major/agricultural-science/"
    },
    {
      "slug": "animal-science",
      "name": "Animal Science",
      "category": "Agriculture",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 30000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 62000,
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      "underemployment_rate_pct": 22,
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      "lifetime_earnings_premium_usd": 350000,
      "permalink": "https://degreecalc.com/major/animal-science/"
    },
    {
      "slug": "forestry",
      "name": "Forestry & Natural Resources",
      "category": "Agriculture",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 28000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 65000,
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      "underemployment_rate_pct": 18,
      "roi_payback_years": 4.5,
      "lifetime_earnings_premium_usd": 380000,
      "permalink": "https://degreecalc.com/major/forestry/"
    },
    {
      "slug": "veterinary-technology",
      "name": "Veterinary Technology",
      "category": "Agriculture",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 28000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 48000,
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      "lifetime_earnings_premium_usd": 200000,
      "permalink": "https://degreecalc.com/major/veterinary-technology/"
    },
    {
      "slug": "robotics-engineering",
      "name": "Robotics Engineering",
      "category": "STEM",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 48000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 115000,
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      "underemployment_rate_pct": 10,
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      "lifetime_earnings_premium_usd": 1050000,
      "permalink": "https://degreecalc.com/major/robotics-engineering/"
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    {
      "slug": "sports-management",
      "name": "Sports Management",
      "category": "Business",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 68000,
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      "underemployment_rate_pct": 25,
      "roi_payback_years": 5.5,
      "lifetime_earnings_premium_usd": 500000,
      "permalink": "https://degreecalc.com/major/sports-management/"
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    {
      "slug": "prompt-engineering",
      "name": "Prompt Engineering",
      "category": "STEM",
      "degree_level": "Certificate/Bachelor's",
      "avg_tuition_total_usd": 25000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 140000,
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      "underemployment_rate_pct": 8,
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      "lifetime_earnings_premium_usd": 1500000,
      "permalink": "https://degreecalc.com/major/prompt-engineering/"
    },
    {
      "slug": "game-design",
      "name": "Game Design & Development",
      "category": "Arts & Technology",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 42000,
      "avg_starting_salary_usd": 50000,
      "avg_mid_career_salary_usd": 85000,
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      "underemployment_rate_pct": 18,
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      "lifetime_earnings_premium_usd": 700000,
      "permalink": "https://degreecalc.com/major/game-design/"
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    {
      "slug": "education",
      "name": "Education",
      "category": "Education",
      "degree_level": "bachelors",
      "avg_tuition_total_usd": 30000,
      "avg_starting_salary_usd": 0,
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      "lifetime_earnings_premium_usd": 0,
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    {
      "slug": "law",
      "name": "Law (JD)",
      "category": "Legal",
      "degree_level": "doctoral",
      "avg_tuition_total_usd": 150000,
      "avg_starting_salary_usd": 0,
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      "roi_payback_years": 0,
      "lifetime_earnings_premium_usd": 0,
      "permalink": "https://degreecalc.com/major/law/"
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    {
      "slug": "physical-therapy",
      "name": "Physical Therapy (DPT)",
      "category": "Healthcare",
      "degree_level": "doctoral",
      "avg_tuition_total_usd": 100000,
      "avg_starting_salary_usd": 0,
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      "roi_payback_years": 0,
      "lifetime_earnings_premium_usd": 0,
      "permalink": "https://degreecalc.com/major/physical-therapy/"
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    {
      "slug": "mba",
      "name": "MBA",
      "category": "Business",
      "degree_level": "masters",
      "avg_tuition_total_usd": 80000,
      "avg_starting_salary_usd": 0,
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      "roi_payback_years": 0,
      "lifetime_earnings_premium_usd": 0,
      "permalink": "https://degreecalc.com/major/mba/"
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    {
      "slug": "pre-med",
      "name": "Pre-Med / Biology",
      "category": "Healthcare",
      "degree_level": "bachelors",
      "avg_tuition_total_usd": 40000,
      "avg_starting_salary_usd": 0,
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      "lifetime_earnings_premium_usd": 0,
      "permalink": "https://degreecalc.com/major/pre-med/"
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    {
      "slug": "ceramic-engineering",
      "name": "Ceramic Engineering",
      "category": "Engineering",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 45000,
      "avg_starting_salary_usd": 75000,
      "avg_mid_career_salary_usd": 108000,
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      "underemployment_rate_pct": 5,
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      "lifetime_earnings_premium_usd": 1000000,
      "permalink": "https://degreecalc.com/major/ceramic-engineering/"
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    {
      "slug": "business-analytics",
      "name": "Business Analytics",
      "category": "Business",
      "degree_level": "Bachelor's/Master's",
      "avg_tuition_total_usd": 45000,
      "avg_starting_salary_usd": 78000,
      "avg_mid_career_salary_usd": 112000,
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      "underemployment_rate_pct": 7,
      "roi_payback_years": 2,
      "lifetime_earnings_premium_usd": 1300000,
      "permalink": "https://degreecalc.com/major/business-analytics/"
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    {
      "slug": "computational-linguistics",
      "name": "Computational Linguistics",
      "category": "STEM",
      "degree_level": "Bachelor's/Master's",
      "avg_tuition_total_usd": 45000,
      "avg_starting_salary_usd": 95000,
      "avg_mid_career_salary_usd": 140000,
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      "lifetime_earnings_premium_usd": 1500000,
      "permalink": "https://degreecalc.com/major/computational-linguistics/"
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    {
      "slug": "africana-studies",
      "name": "Africana Studies",
      "category": "Humanities",
      "degree_level": "Bachelor's",
      "avg_tuition_total_usd": 35000,
      "avg_starting_salary_usd": 42000,
      "avg_mid_career_salary_usd": 60000,
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      "lifetime_earnings_premium_usd": 400000,
      "permalink": "https://degreecalc.com/major/africana-studies/"
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    {
      "slug": "climate-science",
      "name": "Climate Science",
      "category": "STEM",
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      "avg_starting_salary_usd": 72000,
      "avg_mid_career_salary_usd": 105000,
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      "underemployment_rate_pct": 8,
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      "lifetime_earnings_premium_usd": 100000,
      "permalink": "https://degreecalc.com/major/climate-science/"
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    {
      "slug": "chinese-studies",
      "name": "Chinese Studies",
      "category": "Humanities",
      "degree_level": "Bachelor's",
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      "avg_mid_career_salary_usd": 78000,
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      "lifetime_earnings_premium_usd": 200000,
      "permalink": "https://degreecalc.com/major/chinese-studies/"
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    {
      "slug": "agricultural-business",
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      "category": "Agriculture",
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      "underemployment_rate_pct": 6,
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      "lifetime_earnings_premium_usd": 600000,
      "permalink": "https://degreecalc.com/major/agricultural-business/"
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      "slug": "cosmetic-science",
      "name": "Cosmetic Science",
      "category": "STEM",
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      "lifetime_earnings_premium_usd": 50000,
      "permalink": "https://degreecalc.com/major/cosmetic-science/"
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    {
      "slug": "criminology",
      "name": "Criminology",
      "category": "Social Science",
      "degree_level": "Bachelor's/Master's",
      "avg_tuition_total_usd": 38000,
      "avg_starting_salary_usd": 52000,
      "avg_mid_career_salary_usd": 72000,
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    {
      "slug": "cartography",
      "name": "Cartography",
      "category": "STEM",
      "degree_level": "Bachelor's",
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      "avg_starting_salary_usd": 62000,
      "avg_mid_career_salary_usd": 88000,
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      "underemployment_rate_pct": 5,
      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 100000,
      "permalink": "https://degreecalc.com/major/cartography/"
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    {
      "slug": "botany",
      "name": "Botany",
      "category": "Science",
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      "avg_mid_career_salary_usd": 75000,
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      "permalink": "https://degreecalc.com/major/botany/"
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      "slug": "aquatic-biology",
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      "category": "Science",
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      "avg_mid_career_salary_usd": 75000,
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      "roi_payback_years": 4,
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      "permalink": "https://degreecalc.com/major/aquatic-biology/"
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      "slug": "communication-studies",
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      "avg_mid_career_salary_usd": 72000,
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      "roi_payback_years": 4,
      "lifetime_earnings_premium_usd": 800000,
      "permalink": "https://degreecalc.com/major/communication-studies/"
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    {
      "slug": "cell-biology",
      "name": "Cell Biology",
      "category": "STEM",
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      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 1200000,
      "permalink": "https://degreecalc.com/major/cell-biology/"
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    {
      "slug": "cinematography",
      "name": "Cinematography",
      "category": "Arts",
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      "avg_mid_career_salary_usd": 85000,
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      "roi_payback_years": 4,
      "lifetime_earnings_premium_usd": 100000,
      "permalink": "https://degreecalc.com/major/cinematography/"
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    {
      "slug": "conservation-biology",
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      "category": "Science",
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      "avg_mid_career_salary_usd": 75000,
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      "roi_payback_years": 4,
      "lifetime_earnings_premium_usd": 120000,
      "permalink": "https://degreecalc.com/major/conservation-biology/"
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      "slug": "architectural-engineering",
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      "degree_level": "Bachelor's",
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      "roi_payback_years": 2.5,
      "lifetime_earnings_premium_usd": 1200000,
      "permalink": "https://degreecalc.com/major/architectural-engineering/"
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    {
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      "category": "Health",
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      "roi_payback_years": 3.5,
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    {
      "slug": "classical-studies",
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      "category": "Humanities",
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      "roi_payback_years": 6,
      "lifetime_earnings_premium_usd": 150000,
      "permalink": "https://degreecalc.com/major/classical-studies/"
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    {
      "slug": "astrophysics",
      "name": "Astrophysics",
      "category": "STEM",
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      "avg_tuition_total_usd": 45000,
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      "avg_mid_career_salary_usd": 125000,
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      "underemployment_rate_pct": 6,
      "roi_payback_years": 3,
      "lifetime_earnings_premium_usd": 1500000,
      "permalink": "https://degreecalc.com/major/astrophysics/"
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}