One of the cleanest ROI profiles in the catalog — at the bachelor's level and up

Computer science is one of the few fields where the headline numbers actually hold up under scrutiny. The bachelor's path produces year-1 earnings of $73,652 per College Scorecard — above nearly every other major at the same credential level — and Census PSEO puts the 10-year median at $114,482, with the 75th percentile clearing $153,224. The debt picture is equally clean: the $19,559 institution-level median debt produces a bachelor's debt-to-income ratio of 0.266, comfortably inside the 0.40 healthy threshold without needing a graduate upgrade.

The labor-market backdrop is unusually strong. BLS 2024–2034 projections show +14.5% weighted employment growth across CS-linked occupations — more than three times the +4.0% all-occupations baseline — with roughly 285,000 annual openings led by software developers (+15.8%, 1.69M employed), data scientists (+33.5%), and information security analysts (+28.5%). Only one destination in the crosswalk is contracting: computer programmers at -6.0%. The rest range from modest to blistering growth.

The honest caveats live mostly at the margins. The associate's path flips the debt-to-income ratio to an unhealthy 0.468. The 2023–2024 tech hiring pullback raised the bar for new-graduate placement — a CS degree no longer automatically means an elite offer. And the field is 75.6% men, which is a cultural reality worth naming. The rest of this page breaks down earnings and debt by credential, where the jobs actually are, and which paths carry real risk.

Computer science produces credentials at serious scale — 78,278 completions in 2024 across all tiers, up from 71,027 in 2023 — but the distribution is bachelor's-dominated. Bachelor's degrees account for 44,627 completions (57%), followed by master's at 25,543 (nearly a third of the total) and associate's at 5,645. Doctoral completions come in at 1,628, and certificates plus professional credentials add another ~835 combined. Nearly 90% of CS graduates hold a bachelor's or master's — and the earnings data at both tiers is the strongest in the dataset.

The earnings gap between the associate's and bachelor's is dramatic. Associate graduates earn $41,792 at year 1 and $63,917 by year four. Bachelor's graduates start at $73,652 and reach $105,889 — a $41,972 gap at the four-year mark. That's one of the widest associate-to-bachelor spreads in any major, and it reflects a real labor-market fact: software engineering roles overwhelmingly require a four-year degree, while associate's-acceptable destinations (network support, help desk) cluster in lower-wage brackets. The master's tier delivers another meaningful jump: year-1 earnings hit $113,409 (a $39,757 premium over the bachelor's) and $160,814 by year four. The doctoral tier adds only a modest increment — $114,369 year 1, $165,750 year four — suggesting industry research labs and elite engineering roles, rather than tenure-track academia, absorb most CS PhDs.

One demographic reality worth stating plainly: computer science is 75.6% men overall, with the share peaking at the associate's level (79.2% men) and moderating to 69.3% men at the master's tier. That's one of the more male-dominated fields in the catalog — less skewed than mechanical engineering but more than most natural sciences. The completion trend is strongly positive — 78,278 in 2024 up from 71,027 in 2023, a 10.2% jump — suggesting sustained student demand despite the hiring cool-down. Field-level debt data is missing across every tier, so all debt figures here rely on the $19,559 institution-level fallback.

The destination map for computer science graduates is anchored by one enormous occupation. Software developers (SOC 15-1252) employ 1.69 million workers — by far the largest CS-linked destination — with a median wage of $133,080 and BLS 2024–2034 projected growth of +15.8%. That single occupation generates ~115k annual openings, roughly 40% of the field's total. The typical education requirement is a bachelor's, which aligns cleanly with the dominant CS credential. The second-largest destination is computer and information systems managers (SOC 11-3021) at 667k employed, with the highest median wage in the crosswalk at $171,200 and +15.2% growth. Manager roles are mid-career destinations rather than entry points, but they're reachable for CS bachelor's graduates with 8–12 years of experience.

The fast-growth destinations tell a specialization story. Data scientists (SOC 15-2051) lead growth at +33.5% with a $112,590 median wage and 23,400 annual openings. Information security analysts (SOC 15-1212) come next at +28.5% and $124,910 median — both bachelor's-level entry points with substantial salary premiums over generalist software roles. Software QA analysts (+10.0%, $102,610) and computer occupations, all other (+8.2%, $108,970) round out the mid-growth tier. These four specialization paths are where the field's growth is concentrated; students focused on ML, security, or data infrastructure skills are targeting the steepest upward curves in the dataset.

The occupations to avoid planning around are smaller but real. Computer programmers (SOC 15-1251) are projected to shrink -6.0% through 2034 — the only visibly contracting destination — with 121k employed at $98,670 median. The role's decline reflects the market's consolidation of 'programmer' tasks into broader software-developer roles rather than a genuine loss of software jobs. Computer network support specialists (SOC 15-1231) grow only +1.8% at $73,340 median — well below the all-occupations baseline — and it's the one destination where an associate's degree is the typical entry credential. Web developers (+7.5%, $90,930) and web/digital interface designers (+7.0%, $98,090) sit in between — positive but modest. The pattern: general-purpose web and programmer roles face either stagnation or contraction; specialized ML, security, and systems roles capture almost all the growth.