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College Acceptance Rates by Major: CS vs Humanities at Top Schools

By Rona Aydin

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TL;DR: According to institutional data and Common Data Sets, your intended major can change your acceptance rate by 2-5x at schools that admit by major. At CMU, the School of Computer Science admits under 5% while Dietrich College admits 24%. At UCLA, Nursing admits 1% while Music admits 19%. At Cornell, Engineering admits at roughly half the rate of Arts & Sciences. Schools like MIT, Stanford, Harvard, and Princeton do not admit by major. For families building college lists, schedule a consultation with Oriel Admissions

Does Your Intended Major Actually Affect Your Acceptance Rate?

At many top universities, dramatically yes. data from multiple Common Data Sets data shows that the gap between the most and least competitive majors at the same school can be 5x or more. This is one of the most consequential and least understood dynamics in college admissions. The overall acceptance rate a university publishes is an average that collapses wildly different competitions into a single misleading number. A student applying to CMU’s School of Computer Science (<5%) faces a fundamentally different statistical reality than one applying to Dietrich College (~24%) at the same university.

Which Schools Admit by Major and Which Don’t?

This is the first strategic question to answer. Based on admissions policies published by each institution data, the landscape splits into two categories:

Admit by Major (rate varies)Do NOT Admit by Major (rate same)
CMU (direct admit to college)MIT (declare sophomore year)
Cornell (by college within university)Stanford (declare anytime)
UCLA (by school within UCLA)Harvard (concentrate sophomore year)
UC Berkeley (EECS vs L&S)Princeton (declare end of soph year)
Georgia Tech (major considered)Yale (declare sophomore year)
UIUC (direct admit to major)Caltech (all STEM, declare later)

Source: Institutional admissions policies, 2025-2026.

The strategic implication is enormous. At admit-by-major schools, listing Computer Science puts you in the most competitive pool. At MIT or Stanford, listing CS has no direct effect on your acceptance rate because those schools evaluate you holistically and let you choose your major later.

What Are the Acceptance Rates by Major at Top Schools?

SchoolMost Competitive Major/SchoolRateLeast CompetitiveRateGap
CMUSCS (Computer Science)<5%Dietrich (Humanities)~24%~5x
UCLANursing~1%Music~19%~19x
CornellEngineering~5%Arts & Sciences~9%~2x
UC BerkeleyEECS<5%L&S (undeclared)~15%~3x
UIUCComputer Science~6%University overall~45%~7.5x
Georgia TechCS (OOS)<9%In-state overall28%~3x

Source: CDS data, institutional reports, Essays That Worked, institutional admissions data, 2024-2026.

This is one of the most frequently asked strategic questions in admissions, and the answer is nuanced. According to former admissions officers, listing an intended major that does not match your transcript, extracurriculars, and essays is easily detected and counterproductive. If you have taken no humanities courses beyond requirements and your extracurriculars are all STEM, listing English Literature to avoid the CS pool will not fool anyone. However, if you genuinely have cross-disciplinary interests, listing an adjacent major (data science instead of CS, applied math instead of engineering, economics instead of business) at an admit-by-major school can place you in a less saturated pool while remaining authentic. The key test: can your application genuinely support the major you list? If not, do not try it. For essay strategy, see our Common App essay guide.

Which Majors Are Most Competitive Across All Schools?

According to data from the National Association for College Admission Counseling and institutional reports, the most competitive intended majors in 2026 are: Computer Science (most competitive at every school that admits by major), Engineering (especially Biomedical, ECE, and Mechanical), Business/Finance (especially at Wharton, Stern, Tepper), and Nursing (extremely competitive at UCLA, UPenn, and BC). The least competitive pools tend to be humanities, social sciences, and arts at STEM-heavy schools. For families targeting specific fields, see our guides on best CS programs, best business programs, and best pre-med programs.

How Does Gender Affect Acceptance Rates by Major?

institutional admissions data data shows CMU’s acceptance rate for women (15%) was significantly higher than for men (9.7%) for the Class of 2028. This is driven by gender imbalance in STEM applicant pools: programs like CS and Engineering receive far more male applicants, while female applicants face less statistical competition. This does not mean standards are lower for women. It means the applicant pool composition creates different odds. Female students applying to STEM-heavy schools often face meaningfully better statistical odds than male students applying to the same programs.

How Should You Use This Data When Building Your College List?

Three rules. First, at admit-by-major schools, treat the major-specific rate as your real acceptance rate, not the overall rate. CMU’s overall 11% is irrelevant if you are applying to SCS (<5%). Second, build your list with a mix of admit-by-major and non-admit-by-major schools to diversify your risk. If you are a CS applicant, include MIT and Stanford (no major penalty) alongside CMU and Berkeley (major-specific competition). Third, if you have genuine cross-disciplinary interests, consider listing an adjacent major at admit-by-major schools where it is authentic. For building a balanced list, see our summer programs guide and ED vs RD guide.

Final Thoughts: Your Major Is Part of Your Admissions Strategy

Your intended major is not just an academic preference. At admit-by-major schools, it is a strategic decision that affects your odds by 2-5x. Understanding which schools admit by major, what the major-specific rates are, and how to position yourself authentically within the system is essential. At Oriel Admissions, our team of former admissions officers from Harvard, Princeton, and Columbia helps students navigate these strategic decisions. Schedule a consultation to discuss how we can help. For recommendation strategy, see our recommendation letter guide.

Frequently Asked Questions

My child wants CS at CMU but the acceptance rate is under 5% – should they apply as a different major and switch later?

This is one of the most common strategic questions and the answer is nuanced. At CMU, admissions is by school/college, so applying to the School of Computer Science versus Dietrich College of Humanities and Social Sciences involves different applicant pools and rates. However, transferring into SCS after enrollment is extremely competitive and not guaranteed. CMU’s admissions committee is also aware of this strategy and can detect applicants whose activities and essays do not align with their declared major. If your child’s genuine interest is CS, apply to SCS and accept the low odds. If they have authentic interdisciplinary interests, applying to a less selective CMU college with a plan to minor in CS is a legitimate alternative.

Does declaring an obscure major improve admission chances at competitive schools?

At some schools, yes – but only if the interest is authentic. Schools that admit by major or college (CMU, Cornell, Michigan) evaluate applicants within their declared program, so choosing a less popular major can improve odds. At schools that do not admit by major (most Ivies, Stanford, MIT), your declared major has minimal impact on admission because you are evaluated against the entire applicant pool. The risk of declaring a strategic major you do not genuinely care about is that your supplemental essays and extracurriculars will not align, and admissions officers will notice the mismatch. Authentic interest always outperforms strategic gaming.

Engineering acceptance rates are much lower than liberal arts at many schools – should my child apply to the liberal arts college instead?

Only if they are genuinely interested in liberal arts. At schools like Cornell (Engineering at 8% versus CALS at 11-12%), Georgia Tech (CS at 7-8% versus broader Engineering at 10%), and Michigan (Engineering at lower rates than LSA), the acceptance rate gap is real. But engineering and liberal arts applicants are evaluated differently – the engineering reader expects strong math and science credentials, while the liberal arts reader expects intellectual breadth. Applying to liberal arts with a STEM transcript raises questions about fit. If your child has genuine interdisciplinary interests, applying to a less selective school within the university is legitimate. If it is purely strategic, the inauthenticity will weaken the application.

Which majors have the lowest acceptance rates at the top 20 schools, and should that change our school list?

Computer Science remains one of the most selective majors at schools that track program-specific rates, even as national CS enrollment declined 8.1% in 2025-2026 (National Student Clearinghouse). Admissions rates at elite CS programs have not yet eased: CMU SCS (under 5%), Berkeley EECS (under 5%), Georgia Tech Computing (7-8%), MIT (4.6% overall but CS is the most popular major), and Stanford (CS is the most oversubscribed department). Business programs are similarly competitive: Penn Wharton (approximately 5%), Michigan Ross (3-4% direct admit), and NYU Stern (8-10%). Nursing is extremely competitive at schools like Penn and Georgetown. Your school list should account for major-specific rates, not just headline university rates. A ‘match’ school overall can be a ‘reach’ for CS specifically.

If my child is undecided on a major, does applying ‘undeclared’ help or hurt at selective schools?

At most selective schools, applying undeclared does not hurt because admissions evaluates holistic fit rather than major-specific qualifications. Schools like Harvard, Yale, Stanford, and Princeton do not admit by major, so ‘undeclared’ is treated identically to any declared major. At schools that admit by college (Cornell, CMU, Michigan), there is usually a liberal arts or general college option for undecided students, and these can have more favorable acceptance rates. The exception is schools with very limited undeclared spots – always check whether the school allocates seats by program before assuming undeclared is neutral.

Our child wants pre-med but heard that declaring biology as a major is a red flag – is that true?

It is not a red flag in admissions, but it is a strategic consideration for the pre-med path. Biology is the most common major among medical school applicants, which means your child will be one of thousands of biology majors competing for the same medical school spots. Medical schools do not prefer any particular major – they require specific prerequisite courses that can be completed within any major. Declaring a non-traditional major (English, economics, engineering) while completing pre-med requirements can actually differentiate your child’s medical school application. For undergraduate admissions specifically, declaring biology is neutral and carries no penalty.

Can I switch majors after I’m admitted at an admit-by-major school?

It depends on the school. At CMU, internal transfer into SCS is very competitive. At Berkeley, switching from L&S to EECS is nearly impossible. At Cornell, switching between colleges requires a competitive internal process. Research each school’s policy before applying.

How should this data change my college list?

Mix admit-by-major and non-admit-by-major schools. If you are a CS applicant, include MIT and Stanford (no major penalty) alongside CMU and Berkeley (major-specific competition). Treat major-specific rates as your real acceptance rate at admit-by-major schools, not the overall rate.


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