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Choosing a major

How do I choose a college major?

Start with subjects you enjoy, skills you want to develop, and careers you might pursue. Compare required courses, likely occupations, earnings, and program costs. Talk with advisers and people working in the field before committing.

General information, not drawn from a MajorPays dataset.

Which college majors pay the most?

There is no single answer for every school or person, and a field's median hides a wide spread. Among bachelor's fields with at least 20 reporting schools in our data, the highest median earnings four years after graduating are: Pharmacy, Pharmaceutical Sciences, and Administration ($116,539); Computer Engineering ($109,015); Computer Science ($107,009); Electrical, Electronics, and Communications Engineering ($100,647); Industrial Engineering ($98,442); Aerospace, Aeronautical, and Astronautical/Space Engineering ($98,207); Chemical Engineering ($98,158); Construction Management ($95,124). These are medians for all graduates nationally who received federal aid and were working and not enrolled. Compare programs at the schools you are considering, and see each field's middle-half range on its page.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

Which majors have the lowest earnings?

Median earnings four years after graduating run from $39,775 to $116,539 across bachelor's fields with at least 20 reporting schools in our data. MajorPays does not publish a "lowest" list, because a low early-career median does not mean a degree has no value and depends heavily on school, place and later study. Every major page shows its own figures and middle-half range.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

Is computer science still a good major?

MajorPays does not say whether a major is "good"; here is what the data shows. Graduates with a bachelor's degree in computer science earned a median of $107,009 four years after graduating (the middle half earned $74,830 to $152,038); graduates who borrowed typically owed about $23,200 in federal loans. The federal crosswalk links this field to 26 occupations; the largest by employment, with national median pay, are Software Developers ($135,980); Computer and Information Systems Managers ($175,140); Data Scientists ($120,230); Information Security Analysts ($129,180); Software Quality Assurance Analysts and Testers ($104,300). Of the linked occupations, 2 typically require a master's, doctoral or professional degree, so check each occupation's entry requirements. A link between a field and an occupation is not a guarantee of that job. See the Computer Science major page for schools that report these figures.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

What can I do with a psychology degree?

Graduates with a bachelor's degree in psychology earned a median of $50,706 four years after graduating (the middle half earned $35,740 to $67,229); graduates who borrowed typically owed about $25,500 in federal loans. The federal crosswalk links this field to 14 occupations; the largest by employment, with national median pay, are Clinical and Counseling Psychologists ($100,580); Psychology Teachers, Postsecondary ($80,340); Social Science Research Assistants ($61,990); Industrial-Organizational Psychologists ($193,950). Of the linked occupations, 6 typically require a master's, doctoral or professional degree, so check each occupation's entry requirements. A link between a field and an occupation is not a guarantee of that job. See the Psychology, General major page for schools that report these figures.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

What can I do with a biology degree?

Graduates with a bachelor's degree in biology earned a median of $57,214 four years after graduating (the middle half earned $38,929 to $79,199); graduates who borrowed typically owed about $25,000 in federal loans. The federal crosswalk links this field to 17 occupations; the largest by employment, with national median pay, are Secondary School Teachers, Except Special and Career/Technical Education ($72,040); Medical Scientists, Except Epidemiologists ($103,410); Natural Sciences Managers ($167,220); Biological Technicians ($57,510); Biological Science Teachers, Postsecondary ($84,620). Of the linked occupations, 2 typically require a master's, doctoral or professional degree, so check each occupation's entry requirements. A link between a field and an occupation is not a guarantee of that job. See the Biology, General major page for schools that report these figures.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

What can I do with an English degree?

Graduates with a bachelor's degree in English language and literature earned a median of $48,590 four years after graduating (the middle half earned $33,654 to $63,810); graduates who borrowed typically owed about $24,500 in federal loans. The federal crosswalk links this field to 3 occupations; the largest by employment, with national median pay, are Secondary School Teachers, Except Special and Career/Technical Education ($72,040); English Language and Literature Teachers, Postsecondary ($78,760); Proofreaders and Copy Markers ($51,120). Of the linked occupations, 1 typically require a master's, doctoral or professional degree, so check each occupation's entry requirements. A link between a field and an occupation is not a guarantee of that job. See the English Language and Literature, General major page for schools that report these figures.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

What can I do with a business degree?

Graduates with a bachelor's degree in business administration and management earned a median of $68,257 four years after graduating (the middle half earned $47,618 to $93,584); graduates who borrowed typically owed about $26,000 in federal loans. The federal crosswalk links this field to 72 occupations; the largest by employment, with national median pay, are General and Operations Managers ($105,770); First-Line Supervisors of Office and Administrative Support Workers ($69,500); First-Line Supervisors of Retail Sales Workers ($48,520); Project Management Specialists ($102,320); Management Analysts ($101,860). Of the linked occupations, 2 typically require a master's, doctoral or professional degree, so check each occupation's entry requirements. A link between a field and an occupation is not a guarantee of that job. See the Business Administration, Management and Operations major page for schools that report these figures.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

What does the data show for nursing majors?

Requirements for licensed nursing roles vary by state and credential. Graduates with a bachelor's degree in registered nursing earned a median of $88,910 four years after graduating (the middle half earned $67,853 to $114,470); graduates who borrowed typically owed about $27,000 in federal loans. The federal crosswalk links this field to 10 occupations; the largest by employment, with national median pay, are Registered Nurses ($97,550); Medical and Health Services Managers ($123,860); Nurse Practitioners ($132,300); Nursing Instructors and Teachers, Postsecondary ($80,250); Nurse Anesthetists ($236,590). Of the linked occupations, 4 typically require a master's, doctoral or professional degree, so check each occupation's entry requirements. A link between a field and an occupation is not a guarantee of that job. See the Registered Nursing, Nursing Administration, Nursing Research and Clinical Nursing major page for schools that report these figures.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

What does the data show for engineering majors?

Among the 12 bachelor's engineering fields with at least 20 reporting schools in our data, median earnings four years after graduating range from $81,171 to $109,015 depending on the field. Programs differ in specialization, so look at the specific field and the schools that offer it on its major page. A degree does not guarantee a job.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); MajorPays majors pages.

How do people weigh pay and interest when choosing a major?

MajorPays does not tell anyone what to choose. The data can show how much pay differs between fields, but it varies widely within a field too (each major page shows the middle half of graduates). Pay, debt, job openings and the kind of work are all things people compare; Career Compass lets you start from a field and see where it leads.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Does a major guarantee a career?

No. A major can prepare you for a range of jobs, and many jobs recruit from several majors. Major-to-career crosswalks describe relationships, not guaranteed placements.

Source: NCES with BLS, CIP-to-SOC crosswalk.

How can I compare the same major at different colleges?

Compare curriculum, net price, program outcomes, graduation rates, and available earnings data. Use the same degree level and measurement year when possible, and check for suppressed data.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Careers and jobs

What jobs pay more than $100,000 a year?

Of the 990 careers on MajorPays with wage data, 209 have a national median annual wage of $100,000 or more (May 2025; some careers are specialties of the same federal occupation). Among them, the largest occupations by employment include General and Operations Managers ($105,770); Software Developers ($135,980); Project Management Specialists ($102,320); Management Analysts ($101,860); Financial Managers ($166,570); Lawyers ($159,670). Pay varies by state and employer, and many of these jobs require a degree, licensing or years of experience, so check each career page.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025); O*NET 31.0 Database (2026), USDOL/ETA, used under CC BY 4.0.

Which careers are growing fastest?

BLS projects employment growth for 2025 to 2035. Among occupations with at least 50,000 jobs in 2025, the fastest projected growth is: Nurse Practitioners (+41%, about 336,300 jobs in 2025); Data Scientists (+35%, about 275,600 jobs in 2025); Medical and Health Services Managers (+24%, about 640,400 jobs in 2025); Physical Therapist Assistants (+23%, about 114,100 jobs in 2025); Psychiatric Technicians (+22%, about 161,500 jobs in 2025); Occupational Therapy Assistants (+22%, about 52,200 jobs in 2025). A small occupation can grow quickly yet offer few jobs, so compare percentage growth with the number of openings shown on each career page. Projections are estimates and can change.

Source: U.S. Bureau of Labor Statistics, Employment Projections (2025-2035).

What is the difference between job growth and job openings?

Growth measures the net change in employment. Openings also include positions created when workers retire or leave an occupation, so openings can be substantial even with slow growth.

Source: U.S. Bureau of Labor Statistics, Employment Projections (2025-2035).

What is median salary?

Median salary is the middle of an earnings distribution: half earn more and half earn less. It is not an entry-level salary or a promise of what an individual will earn.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025).

What is average salary?

Average salary is total earnings divided by the number of workers. Very high earners can raise the average, so the median is often better for understanding a typical worker.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025).

Do college graduates earn more than high school graduates?

On average, yes. In the second quarter of 2026, U.S. full-time workers 25 and older with only a bachelor's degree had median usual weekly earnings of $1,628, compared with $994 for those with a high school diploma and no college (about 64% more). In September 2026, unemployment for people 25 and older was 2.5% for those with a bachelor's degree and higher and 4.4% for those with a high school diploma and no college. These are group averages: outcomes vary widely, and differences can reflect age, field and many other things besides education. See Education pays for the current figures.

Source: U.S. Bureau of Labor Statistics, Current Population Survey (Usual Weekly Earnings, Q2 2026; Employment Situation, September 2026).

Can I get a high-paying job without a four-year degree?

Some occupations can. In our data, 71 careers whose typical entry education is a high school diploma, some college, a postsecondary award or an associate degree have a national median wage of $75,000 or more; the largest occupations include First-Line Supervisors of Construction Trades and Extraction Workers ($79,920); Farmers, Ranchers, and Other Agricultural Managers ($89,900); Police and Sheriff's Patrol Officers ($76,210); First-Line Supervisors of Mechanics, Installers, and Repairers ($79,860); Executive Secretaries and Executive Administrative Assistants ($76,590); Claims Adjusters, Examiners, and Investigators ($78,000). Most of them require training, licensing, an apprenticeship or experience. Check each career page for what is required.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025); O*NET 31.0 Database (2026), USDOL/ETA, used under CC BY 4.0.

What careers can I enter with an associate degree?

In O*NET data, 57 occupations list an associate degree as the typical entry education; the largest by employment include Preschool Teachers, Except Special Education ($38,140); Paralegals and Legal Assistants ($62,890); Radiologic Technologists and Technicians ($80,110); Dental Hygienists ($98,100); Computer Network Support Specialists ($76,220); Respiratory Therapists ($82,280) (national median wage in parentheses). Check local licensing rules and what employers in your area require.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025); O*NET 31.0 Database (2026), USDOL/ETA, used under CC BY 4.0.

What is O*NET?

O*NET is a U.S. Department of Labor occupational information resource describing work tasks, skills, knowledge, and related characteristics. It complements BLS wage and outlook data.

Source: O*NET 31.0 Database (2026), USDOL/ETA, used under CC BY 4.0.

What is the BLS Occupational Outlook Handbook?

It is a federal reference describing occupations, typical education, pay, work environments, and projected employment. Figures represent occupations, not the earnings of graduates from a particular college.

Source: U.S. Bureau of Labor Statistics, Occupational Outlook Handbook.

Are national salaries the same as local salaries?

No. Wages vary by geography, employer, industry, and experience. Use state or metropolitan wage data when considering where to work.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025).

Which careers require graduate school?

In O*NET data, 128 occupations list a master's, doctoral or professional degree as the typical entry education, including many advanced clinical, legal, research and academic careers; the largest by employment include Lawyers ($159,670); Substance Abuse and Behavioral Disorder Counselors ($59,350); Mental Health Counselors ($59,350); Educational, Guidance, and Career Counselors and Advisors ($64,330); Education Administrators, Kindergarten through Secondary ($105,870); Nurse Practitioners ($132,300). Licensing rules differ by state and occupation, so check the specific requirements.

Source: O*NET 31.0 Database (2026), USDOL/ETA, used under CC BY 4.0; U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025).

Will artificial intelligence replace my career?

MajorPays does not measure how exposed any occupation is to AI, so it cannot answer this with data. BLS employment projections (2025 to 2035) show expected growth or decline for each occupation, but they are estimates. Look at which tasks in a job can be automated, which need human judgment, and how skills are changing.

Source: U.S. Bureau of Labor Statistics, Employment Projections (2025-2035).

What is an entry-level job?

An entry-level role generally requires limited prior work experience, though definitions vary. A BLS occupational median includes workers at many experience levels and should not be treated as starting pay.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025).

How often do career projections change?

BLS periodically releases updated employment projections and wage estimates. Check the reference years shown with each figure rather than assuming all datasets describe the same period.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025); U.S. Bureau of Labor Statistics, Employment Projections (2025-2035).

Are college graduates satisfied with their jobs?

In the National Science Foundation's 2023 National Survey of College Graduates, 44% of employed college graduates said they were very satisfied with their principal job, 46% somewhat satisfied, 8% somewhat dissatisfied and 2% very dissatisfied. The survey reports satisfaction by occupation, not by major; see Job satisfaction of college graduates for the table. Satisfaction is self-reported and the differences between groups are often small.

Source: U.S. National Science Foundation, NCSES, National Survey of College Graduates 2023 (Table 3-2).

Graduate earnings

How much do graduates earn after college?

It depends on the school, program and credential. MajorPays shows the median earnings of a school's former students 6 to 10 years after they enrolled (on each school profile) and of graduates in a field four years after finishing (on each major page), both from the College Scorecard and covering people who received federal aid and were working and not enrolled. Check which graduates a figure includes, and see Real graduate earnings.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Can I see graduate earnings several years after finishing?

Yes, in two ways. College Scorecard figures cover earnings several years after enrolling or finishing, and the Census Bureau's Post-Secondary Employment Outcomes (PSEO) show earnings at 1, 5 and 10 years after graduation for participating schools. MajorPays shows PSEO figures on Real graduate earnings for about 1,050 schools, exactly as published. PSEO is experimental and covers participating states and schools only, so the groups differ from the Scorecard's.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); U.S. Census Bureau, Post-Secondary Employment Outcomes (experimental, 2026Q2 release).

Can I see earnings ten years after graduation?

For participating schools, yes. The Census Bureau's experimental Post-Secondary Employment Outcomes (PSEO) data include earnings 10 years after graduation; MajorPays shows them on Real graduate earnings for about 1,050 schools. Coverage is not universal, and the measured cohort differs from the College Scorecard's.

Source: U.S. Census Bureau, Post-Secondary Employment Outcomes (experimental, 2026Q2 release); U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Does the college I attend affect earnings?

Graduates’ reported earnings differ across institutions, but the comparison alone cannot prove a college caused the difference. Student backgrounds, majors, location, and career choices also matter.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

What is college return on investment?

College ROI compares benefits, such as additional earnings, with costs, including tuition, living expenses, time, and borrowing. Results depend on assumptions and should not be reduced to one universal score.

General information, not drawn from a MajorPays dataset.

Why are some graduate earnings figures missing?

Data may be unavailable because a program is small, privacy protections suppress a figure, or a source does not cover the group. Missing data does not mean zero earnings.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Are graduate earnings the same as occupational wages?

No. Graduate earnings describe a defined group of former students; occupational wages describe people working in a job, often across many majors and experience levels.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

What does four years after graduation mean?

It refers to a source-defined measurement point after completion. Always inspect the data definition: some sources measure after entry rather than graduation, and the population covered may differ.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Do earnings figures account for inflation?

It depends on the source and page. MajorPays states the dollar year on each figure; for example, major-page earnings are in 2021 dollars. Earnings from different years should be put in comparable dollars before you compare changes in purchasing power.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Can I compare bachelor’s and master’s earnings?

Yes, but compare like-for-like fields, schools, and measurement periods. Graduate degree holders may differ in work experience and prior earnings, so the difference is not necessarily caused by the degree.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Does a graduate degree always increase pay?

No. The payoff depends on field, tuition, debt, time out of the workforce, and whether the credential is required for advancement.

General information, not drawn from a MajorPays dataset.

What is the earnings premium of a college degree?

It is the difference in earnings between groups with different education levels. Such comparisons are descriptive and do not automatically identify the causal benefit for a specific student.

Source: U.S. Bureau of Labor Statistics, Current Population Survey (Usual Weekly Earnings, Q2 2026; Employment Situation, September 2026).

Why do two government datasets show different salaries?

They may use different populations, years, definitions, or statistical methods. Check whether each measures graduates, workers, wages, or taxable earnings before comparing.

General information, not drawn from a MajorPays dataset.

What does a school-level earnings median measure?

It summarizes earnings for a defined group associated with an institution, not necessarily every graduate or every major. Check the population and years included.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Can I use earnings data to predict my own salary?

No. Group medians are useful context, but individual outcomes depend on occupation, region, experience, skills, and many other factors.

General information, not drawn from a MajorPays dataset.

How do I compare earnings with student debt?

Compare debt at completion with earnings for the same program and credential where available. Also estimate monthly payments and remember the two measures may cover different student groups.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

What does privacy suppression mean in education data?

Agencies sometimes withhold small or sensitive results to protect individuals. A suppressed figure is unknown, not zero, and should never be imputed without disclosure.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

College costs and financial aid

What is the difference between tuition and net price?

Tuition is the published charge for instruction. Net price is the average price students actually pay after grants and scholarships, so it is usually more useful for comparing affordability. In our 2023 data, the median reported average net price at four-year public schools is $13,298 (798 schools), at four-year private nonprofit schools $22,972 (1,232), and at four-year private for-profit schools $27,446 (218). Your own price depends on your aid; each school profile shows net price by family income.

Source: U.S. Dept. of Education, NCES, IPEDS; U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

What is cost of attendance?

A college's cost of attendance is its estimate of a year's cost: tuition and fees plus books, supplies, living expenses, transportation and some other costs. It is a budgeting estimate, not necessarily the amount billed. MajorPays shows published in-state tuition and fees plus books, room and board and other expenses (on campus when reported).

Source: U.S. Dept. of Education, NCES, IPEDS.

What is the FAFSA?

The Free Application for Federal Student Aid is used to apply for federal student aid. States and institutions may also use FAFSA information for their programs. Apply through the official government site.

Source: U.S. Dept. of Education, Federal Student Aid (studentaid.gov).

Is FAFSA free?

Yes. Submitting the FAFSA is free at StudentAid.gov. You do not need to pay a company to file it.

Source: U.S. Dept. of Education, Federal Student Aid (studentaid.gov).

When should I complete FAFSA?

Complete the form for the academic year you plan to attend as soon as practical after it opens. Federal, state, and school deadlines can differ, so verify all three.

Source: U.S. Dept. of Education, Federal Student Aid (studentaid.gov).

What is a Pell Grant?

A federal Pell Grant generally helps eligible undergraduate students with financial need and ordinarily does not require repayment, subject to program conditions.

Source: U.S. Dept. of Education, Federal Student Aid (studentaid.gov).

What is the difference between a grant and a loan?

A grant generally does not need repayment if conditions are met. A loan must be repaid, typically with interest, under its terms.

Source: U.S. Dept. of Education, Federal Student Aid (studentaid.gov).

What is work-study?

Federal Work-Study provides part-time employment opportunities for eligible students. An award does not guarantee a job or mean funds are automatically credited to your bill.

Source: U.S. Dept. of Education, Federal Student Aid (studentaid.gov).

How do I compare financial aid offers?

Calculate each school’s total attendance cost minus grants and scholarships, then separate loans and work-study from free aid. Compare remaining costs, borrowing needs, and renewal conditions.

Source: U.S. Dept. of Education, Federal Student Aid (studentaid.gov); U.S. Dept. of Education, NCES, IPEDS.

How much student debt is too much?

MajorPays does not set a number: there is no single safe amount, and this is not advice. The data can show what is typical: each major page shows the typical federal debt of graduates who borrowed and their median earnings, so you can compare the two for the same field. Estimate your own monthly payments at realistic interest rates and compare them with your expected take-home pay.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); U.S. Dept. of Education, Federal Student Aid (studentaid.gov).

What is the difference between subsidized and unsubsidized loans?

Eligibility and interest treatment differ. For qualifying subsidized federal loans, the government covers interest during certain periods; unsubsidized loans generally accrue interest from disbursement.

Source: U.S. Dept. of Education, Federal Student Aid (studentaid.gov).

Can community college lower my total cost?

Often, especially if credits transfer. In our 2023 data, the median reported average net price at public two-year colleges is $8,304 (825 schools), compared with $13,298 at four-year public schools. Confirm transfer agreements, degree requirements and financial aid first; see Community college paths.

Source: U.S. Dept. of Education, NCES, IPEDS; U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Is a private college always more expensive?

No. Published tuition is often higher, but grants can change the price a lot. In our 2023 data the median reported average net price at four-year private nonprofit schools is $22,972, versus $13,298 at four-year public schools, and the spread among schools is wide. Compare each school's net price, which depends on your aid.

Source: U.S. Dept. of Education, NCES, IPEDS; U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Choosing and comparing colleges

How do I know whether a college is good?

Check accreditation, program fit, net price, student support, graduation outcomes, and career information. No single metric captures quality for every student.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); U.S. Dept. of Education, NCES, IPEDS.

What is a good graduation rate?

There is no cutoff that applies to every school. For reference, among four-year schools with at least 100 students in the bachelor's-seeking cohort in the 2024 IPEDS graduation-rates data, the median six-year graduation rate is 56%, and the middle half of schools range from 44% to 69%. Compare schools that serve similar students and use the same definition, and remember that a rate is one signal, not a measure of quality.

Source: U.S. Dept. of Education, NCES, IPEDS.

What is freshman retention rate?

It generally measures the share of a defined entering cohort that returns the following fall. Check whether a reported rate applies to full-time first-time students or another group.

Source: U.S. Dept. of Education, NCES, IPEDS.

What is a six-year graduation rate?

It typically tracks completion within 150% of normal time for a bachelor’s degree among a defined entering cohort. It does not describe every student who attends the college.

Source: U.S. Dept. of Education, NCES, IPEDS.

What is college accreditation?

Accreditation is an external review of an institution's or program's standards. To take part in federal student aid programs, a school generally must be accredited by an agency the U.S. Department of Education recognizes. You can check a school's current accreditation in the Department's database (DAPIP, linked below); some professions also require specialized program accreditation.

Source: U.S. Dept. of Education, Database of Accredited Postsecondary Institutions and Programs.

Is an online degree respected?

An online degree can be a valid option, but evaluate accreditation, program quality, student support, cost, and employer or licensure requirements.

Source: U.S. Dept. of Education, Database of Accredited Postsecondary Institutions and Programs.

Should I attend a public or private college?

Compare net price, program quality, size, location, student services, and outcomes. The public/private label alone cannot tell you which is better.

Source: U.S. Dept. of Education, NCES, IPEDS.

What is the difference between a college and a university?

Naming conventions vary. Universities often offer a broader range of graduate programs, but the title alone does not determine accreditation or educational quality.

General information, not drawn from a MajorPays dataset.

How can I compare two colleges fairly?

Use the same definitions and reporting years for cost, retention, graduation, and earnings. Also consider program availability, location, support services, and personal fit.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); U.S. Dept. of Education, NCES, IPEDS.

What is a student-to-faculty ratio?

It compares student enrollment with instructional faculty under a defined calculation. It does not tell you the size of every class or how much time professors spend with students.

Source: U.S. Dept. of Education, NCES, IPEDS.

What should I check before accepting a college offer?

Verify net cost, aid renewal rules, accreditation, program requirements, housing, graduation support, and the deposit and enrollment deadlines.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution); U.S. Dept. of Education, NCES, IPEDS.

What is a first-generation college student?

Definitions vary, but the term commonly refers to a student whose parents did not complete a bachelor’s degree. Check the institution’s definition for support programs.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

How do I find colleges offering my major?

Use Find schools by field, which lists the schools that report outcomes for a field and degree level, alphabetically. Then verify on the school's own site that the program is offered and accepting students at your degree level. Schools with too few graduates in a field are not listed.

Source: U.S. Dept. of Education, NCES, IPEDS; U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

Why does a college have no earnings data for my major?

A figure may be missing because the program is small (MajorPays shows school-by-field earnings only with at least 30 graduates measured), the Department of Education withholds it to protect privacy, or the program's graduates are not covered. Missing data does not mean low or zero earnings.

Source: U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

About MajorPays and the data

What is MajorPays?

MajorPays is a free website that shows what college majors, careers, schools and places pay, using public data from U.S. government agencies. It has no accounts and does not require you to sign in. It is a source of information, not advice. See How MajorPays works.

Source: MajorPays, How MajorPays works; MajorPays, Data sources.

Is MajorPays really free? How does it make money?

Yes, it is free for students and families. The site earns money from Google AdSense advertising. MajorPays does not take payment from, or sell services to, any school, and no school or agency has endorsed it.

Source: MajorPays, Terms of Use.

How do I look up a school?

Use the Institution profile tool, which covers all 6,572 schools in our data, or browse the alphabetical list on All institutions. Each school has a profile page with graduation rates, earnings after enrolling, loan repayment, cost and admissions.

Source: U.S. Dept. of Education, NCES, IPEDS; U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

How do I compare schools, majors or careers?

The Compare page shows up to four of your own choices side by side, in the order you pick them, without scoring or highlighting any of them. The Difference column is arithmetic only. Each comparison can be downloaded as a CSV file built in your browser, listing the source of every row.

Source: MajorPays, How MajorPays works.

Why doesn't MajorPays rank schools?

MajorPays does not rank schools, colleges, places or states. Lists start in alphabetical (or numerical) order, and you can sort columns yourself. We avoid words like “best” or “top” for institutions because a rank hides what different people need and is easy to misread. A ranking you produce by sorting is your own.

Source: MajorPays, How MajorPays works.

How often is the data updated?

Most sources publish once a year. We update when new releases appear, and each page states the year of its data. News items are refreshed automatically from public agency feeds. If you see a figure that is out of date, please tell us.

Source: MajorPays, How MajorPays works.

Where does the data come from?

Every figure comes from a published government dataset or from a calculation MajorPays makes on one. The main sources are the U.S. Department of Education (College Scorecard and IPEDS), the Census Bureau, the Bureau of Labor Statistics, the Department of Labor (O*NET), the Bureau of Economic Analysis, the IRS, HUD, HRSA and the National Science Foundation. Every page names its sources at the bottom.

Source: MajorPays, Data sources.

How accurate is the data?

Government data can be incomplete, delayed, revised or wrong, and we may make mistakes in selecting, matching or presenting it. To avoid showing numbers that are mostly noise, MajorPays applies minimum sample sizes and margins of error before showing a figure. Survey figures carry sampling error. Figures describe groups, not any one person.

Source: MajorPays, How MajorPays works.

Is MajorPays part of the government, or endorsed by it?

No. MajorPays is not affiliated with, sponsored by or endorsed by any government agency, school, college, university or employer. Their names and data are used only to identify the source of information.

Source: MajorPays, Terms of Use.

Can I use or cite MajorPays data?

Yes. The Downloads page offers our summary tables as CSV and ZIP files, and the Cite MajorPays page shows how to credit both MajorPays and the original source. Data from agencies such as the College Scorecard and O*NET stays under its own license, so please keep the credits.

Source: MajorPays, Cite MajorPays.

How do I report an error or ask for something to be removed?

Use the “Report an error” link at the bottom of every page, or email founder@majorpays.com with the page address and what you would like changed. We review requests and correct errors.

Source: MajorPays, Terms of Use, section 10.

Does MajorPays collect my personal information?

MajorPays has no accounts and does not collect personal information itself. It counts visits with a cookie-free counter (GoatCounter) and shows Google AdSense ads, which can use cookies. Searches you type are filtered in your own browser and are not sent to us.

Source: MajorPays, Privacy Policy.

How can I suggest a question, a dataset or a fix?

Use the Suggest an improvement page, which opens an email to us, or the “Report an error” link at the bottom of any page. Suggestions are not published, and we cannot reply to or build every idea.

Source: MajorPays, Suggest an improvement.

Who runs MajorPays?

MajorPays (majorpays.com) is operated by MajorPays LLC, a Missouri limited liability company. You can reach us at founder@majorpays.com.

Source: MajorPays, Terms of Use.

How can my school use MajorPays?

A link is all it takes. Every page is a plain web page you can link to, and there is nothing to sign up for. See For institutions for ideas for career services, advising and admissions.

Source: MajorPays, For institutions.

A figure for my school looks wrong. What can I do?

Most school figures come from federal sources such as the College Scorecard and IPEDS, which schools and the Department of Education report themselves, so an error is usually corrected at the source. Please also tell us with the page address and the figure; we review every request and correct our pages when the source or our handling was wrong.

Source: U.S. Dept. of Education, NCES, IPEDS; U.S. Dept. of Education, College Scorecard (June 2026 release; Creative Commons Attribution).

MajorPays provides information, not advice. These answers describe the data and the site; figures describe groups, not any one person. Answers reviewed October 2026; figures change when agencies release new data. See the Terms of Use, and how to cite MajorPays.