About College Major Matcher

College Major Matcher is a free tool that helps students, parents, and advisors explore college major options using a research-backed framework. We combine Holland's RIASEC interest model — the same framework used by the U.S. Department of Labor's O*NET system — with subject preference data to produce a personalized ranked list of 80+ majors.

We built this because most major-choice resources fall into two unhelpful extremes: vague personality tests that produce generic results, and rigid salary rankings that ignore what actually makes work sustainable. We wanted something in the middle — honest, specific, and action-oriented.

What We're Built On

The RIASEC model was developed by vocational psychologist John Holland at Johns Hopkins University. Holland's core insight — that people and work environments can be classified into six interest types, and that fit between person and environment predicts satisfaction and performance — has been validated by decades of research in vocational psychology.

Our tool adds a second signal: subject preferences. Where RIASEC captures broad interest patterns, subject preferences capture what students already know they enjoy in an academic context. Together, these two signals produce more specific, actionable results than either alone.

The scoring methodology is explained in full on our homepage.

Editorial Standards

Every guide published on this site follows these principles:

• Primary sources first: Salary data from the Bureau of Labor Statistics (BLS), NACE, Georgetown CEW, and the Federal Reserve Bank of New York — not aggregators or opinion pieces.
• Trade-offs, not hype: We don't tell students what they want to hear. If a major has real challenges, low employment rates, or high underemployment, we say so.
• Concrete next steps: Every piece ends with something specific a student can do in the next week — not more browsing.
• Plain language: We write for students, not admissions offices. No jargon, no filler.
• Updated regularly: Salary data, job market conditions, and program structures change. We review and update guides on a regular schedule.

For our full editorial process, see our Editorial Standards and Editorial Masthead.

Who This Tool Is For

How Recommendations Are Generated

1. RIASEC scoring: Your 12 answers produce six totals (R, I, A, S, E, C). We weight your top three codes (1.0, 0.7, 0.4) to seed a pool of related majors from our database of 80+ mapped programs.
2. Subject boosts: Each selected subject adds weight to aligned majors. Majors appearing under two or more of your chosen subjects receive an additional boost.
3. Cross-source bonus: Majors appearing in both your interest pool and subject pool receive a further bonus — favoring options that fit you in multiple ways.
4. Ranking: We sort by total score and display the top 12 with career blurbs. No sign-up required; no data stored.

What This Tool Is (And Isn't)

• Is: A structured starting point for major exploration, backed by the same RIASEC framework used by the U.S. Department of Labor.
• Is: A free, no-login, browser-based tool that processes your inputs locally and stores nothing.
• Is not: A diagnostic, psychological assessment, or guarantee of career outcomes.
• Is not: A substitute for conversations with academic advisors, career counselors, or professionals in your field of interest.

Results are a starting point for investigation — not a verdict. We strongly encourage pairing quiz results with syllabi review, real conversations, and small experiments before making a major decision.

Contact & Feedback

Found an error in our salary data? Have a major we've missed? Want to suggest a new guide topic? Email us at everydayroyalties@gmail.com.

We read every message and incorporate corrections publicly when they involve factual errors in published guides.

Our approach

We combine a lightweight RIASEC screener with subject preferences to generate a ranked short‑list. We weight your top three codes, add subject‑based boosts, and give a bonus for majors that appear from both sources.

• Evidence‑informed: draws on common advising frameworks and curriculum maps.
• Action‑oriented: pushes you toward projects, conversations, and artifacts.
• Transparent: our ranking approach is explained on the homepage.

What we’re building next

• Compare majors: side‑by‑side course outlines and bottlenecks.
• Program finder: state‑by‑state programs with admissions basics.
• Scholarship starter: major‑aligned awards by GPA band.

Corrections & contributions

Found something unclear? Email everydayroyalties@gmail.com. We prefer specific examples (page URL + suggested change). We post meaningful corrections in‑line.

How recommendations are generated (walk‑through)

1. RIASEC scoring: Your 12 answers produce six totals (R, I, A, S, E, C). We weight your top three codes (1.0, 0.7, 0.4) to seed a pool of related majors.
2. Subject boosts: Each selected subject adds weight to aligned majors. If a major shows up under two or more of your subjects, it gets an extra boost.
3. Cross‑source bonus: If a major appears from both your interests and subjects, we add a small bonus. This favors majors that fit you in more than one way.
4. Ranking: We sort by total score and show the top 12 with short career blurbs.

Example: If your top codes are I and C, with subjects in CS and math, you’ll likely see Computer Science, Data Science, Statistics, and Information Systems near the top.

What this tool is (and isn’t)

• Is: a practical starting point that connects interests → coursework → portfolio ideas.
• Is not: admissions advice, financial advice, or a professional counseling diagnosis.

Always review degree requirements and speak with academic advisors before making enrollment or financial decisions.

Editorial integrity & quality

• Sources: widely used advising frameworks (e.g., RIASEC), public curriculum maps, and career services guides.
• Verification: we test flows on real devices, lint HTML/CSS for accessibility issues, and revise copy for clarity.
• Corrections: we welcome specific, sourced suggestions and update pages promptly when warranted.

Accessibility commitments

• Keyboard‑navigable forms and visible focus states.
• Color contrast aligned with WCAG 2.1 AA targets.
• Meaningful labels and aria attributes for interactive elements.

Find an issue? Email everydayroyalties@gmail.com with the page URL and a short description.

Limitations & future improvements

• We don’t model program selectivity, capacity limits, or local labor markets—yet.
• Subject lists are broad; some schools use different naming or combine areas.
• Planned: side‑by‑side major comparison, program finder, and scholarship starter.

Version history

• v1.3: Expanded majors (80+), added 14 subject options, smarter scoring, homepage content refresh.
• v1.2: Added ItemList/Breadcrumb schema, thicker core pages, OG/Twitter tags.
• v1.1: Consent Mode defaults, ads.txt, sitemap, mobile polish.
• v1.0: Initial release with RIASEC + subjects quiz and starter blog.

How we think about “fit”

There is no single perfect metric for a college major. Instead, we blend several ingredients: intrinsic interest, tolerance for day‑to‑day tasks, bottleneck courses, and the types of projects people actually build in the field. A student who loves the idea of a career but hates the work of getting there will struggle just as much as someone in a major they find boring.

That is why our copy leans heavily on examples of real coursework and projects. When you read about a major on this site, the goal is for you to have a clear mental picture of what you would be doing on a Tuesday afternoon—not just the job title on a brochure.

Limits of any automated matcher

No quiz can capture family obligations, visa constraints, disability accommodations, or all the nuance of your story. The tool does not know whether you are supporting relatives, planning to commute, or juggling work and school. Those are crucial details that belong in conversations with advisors and trusted adults.

Think of the matcher as a map of possibilities, not a verdict. It is here to narrow the universe of majors to something you can actually research in depth, not to replace professional advising or your own judgment.

Where our examples and data come from

When we describe common courses, projects, or entry-level roles, we draw from a mix of university catalogs, departmental websites, labor statistics, and conversations with people working in those fields. We aim for patterns that hold across many institutions rather than the quirks of a single campus.

Because programs evolve, you should always compare our descriptions with the official materials at the schools you are considering. Treat our copy as a starting point for questions, not the final word on any specific department.

The tone we try to use across the site

We aim for a voice that is direct but not harsh, realistic about constraints without being discouraging, and honest about uncertainty without pretending every path is equally easy. You should feel like you are hearing from a thoughtful advisor who takes your situation seriously but still believes in your capacity to grow.

Why we listen closely to student stories

Policy documents and program descriptions tell one side of the story; student voices reveal how those systems feel in practice. When we decide which examples to highlight, we pay attention to what real students say about workload, support, and surprise requirements so that our guidance reflects life on the ground, not just official plans.