Cleanest ROI case in the engineering dataset — software-developer hiring carries the field

Computer engineering is the cleanest worth-it case in our engineering dataset — strong earnings across every credential tier, healthy debt ratios, and an unusually high-confidence labor-market outlook. The primary-tier occupation is software developers (SOC 15-1252): 1.69 million employed, growing +15.8% through 2034 (nearly 4x the all-occupations baseline), with ~115k annual openings at a $133,080 median wage. BLS tiering confidence on this CIP is flagged high — the primary occupation is large, well-defined, and directly aligned with what the degree teaches.

The earnings picture is equally clean. Census PSEO puts the 10-year median at $135,273, with the 75th percentile hitting $178,232. College Scorecard bachelor's graduates earn $79,232 at year 1 and $109,972 by year 4. Against an institution-level median debt of $21,238, the bachelor's debt-to-income ratio is 0.268 — inside the 0.40 healthy threshold. The 3-year loan default rate across 426 producing institutions is 0.001%, the lowest in the undergradly worth-it dataset.

The honest caveats: the associate's tier at 0.44 debt-to-income is above the healthy threshold (only 218 graduates nationally, year-1 earnings of $48,262 — it's a transfer credential, not a destination). The bachelor's is 15.6% women, the sharpest gender skew in the dataset. And the top completer list is heavy with expensive privates — Northeastern (1,232), Santa Clara (409), NYU (510) — where field-specific debt is not published and may run materially above the $21,238 institution-level fallback.

The bachelor's is the dominant credential — 12,024 completions in 2024 (61% of the field's 19,847 total). The master's adds another 6,723, an unusually high master's-to-bachelor's ratio (56%) compared to most engineering fields, reflecting the industry's heavy use of master's credentials for specialized roles and international students credentialing into the US tech workforce. The doctoral tier adds 412, associate's 218, and certificate tiers collectively 470.

The earnings premium between tiers is large and widens with time. Year-1 bachelor's graduates earn $79,232; master's graduates earn $118,960 — a $39,728 gap, the largest at any tier in our dataset. By year 4, that spread grows to $109,972 vs. $151,466, a $41,494 difference. That premium is real, but it's partly selection — students who pursue master's programs at tier-one CS institutions often land at more competitive employers to begin with.

For most prospective students, the decision is between going directly into industry after the bachelor's or adding a master's. For generalist software-development roles, industry first is the stronger financial move: three years of bachelor's-level experience typically lands near the same earnings and responsibility as a fresh master's hire, without the two years of tuition and lost wages. For specialized paths (ML infrastructure, hardware design, computer security, academic research), the master's pays back cleanly — especially when employer tuition reimbursement is available, which is common at major tech employers.

The associate's (218 completions, 0.44 debt-to-income) is a transfer stepping stone only. Gender representation across tiers is unusually unbalanced: 15.6% women at the bachelor's, 29.3% at the master's, 22.6% at the doctoral. That's the sharpest bachelor's-level gender skew in the undergradly worth-it dataset and a signal worth weighing on program experience — not on the ROI math, which applies equally to graduates of all genders.

The primary-tier destination is Software Developers (SOC 15-1252) — 1.69 million employed today, growing +15.8% through 2034 at a $133,080 median wage, with ~115k annual openings. That's the single largest high-growth high-wage occupation in the undergradly worth-it dataset. BLS tiering confidence on this CIP is flagged high: the primary occupation is large, well-defined, and directly aligned with the degree.

The advanced-practice adjacent tier deepens the picture. Software quality assurance analysts and testers (SOC 15-1253) employ 201.7k, grow +10%, pay $102,610 median. Computer network architects (SOC 15-1241) employ 179.2k, grow +11.9%, pay $130,390 median. Database architects (SOC 15-1243) employ 66.9k, grow +8.7%, pay $135,980 median. All three are bachelor's-level roles, all three grow well above the +4.0% all-occupations baseline, and all three pay six figures at the median.

The hardware-adjacent tier rounds out the crosswalk. Architectural and engineering managers (SOC 11-9041) — a typical 8–12 year destination — employ 212.5k at a $167,740 median wage. Computer hardware engineers (SOC 17-2061) — the occupation specifically aligned with computer engineering's hardware emphasis — employs 76.8k, grows +7.3%, pays $155,020 median. Engineering teachers, postsecondary (SOC 25-1032) — 50.3k employed, +8.1% growth, $106,120 median — requires a doctoral degree.

The blended headline — +13.41% weighted growth, ~168k annual openings, $133,588 weighted median wage — is unusual in that it's almost entirely driven by the primary tier. Where most CIPs show softer labor markets when adjacent roles are folded in, computer engineering's adjacent and hardware-adjacent destinations are themselves strong. There isn't a "fallback" occupation in this crosswalk that pulls the average down — every listed destination pays above $100k and grows at or above baseline.