Computer Science Major — careers, salary, and ROI

What CS actually opens, how much you'll earn, and whether it's still worth it in the AI era.

Career fit for CS majors →

What you'll study

Algorithms, data structures, systems, databases, networking, operating systems, theory of computation, and typically a specialisation (AI/ML, systems, security, HCI, graphics, distributed systems).

Career paths CS actually opens

Software engineer — $120K median (US), ~₹18-25 LPA (India entry)
ML engineer / Data scientist — $145K median (US)
Backend / Systems engineer — $130K median
Cybersecurity analyst — $115K median
Product manager (technical) — $150K median
Quantitative researcher — $180K+ median (finance)
Founder / CTO — high variance

Is CS still worth it in 2026?

The honest answer: yes, but the game has shifted. Entry-level SWE hiring has cooled since 2022; the ceiling for top engineers has risen. AI-adjacent specialisations (ML systems, applied ML, AI infrastructure) are the strongest current bets. Pure application development is more competitive than 5 years ago.

Frequently asked questions

Which universities are best for CS?

US: MIT, Stanford, CMU, Berkeley, Caltech, UIUC, Cornell, GT. India: IIT Bombay/Delhi/Madras/Kanpur, IIIT Hyderabad, BITS Pilani, NIT Trichy. UK: Cambridge, Imperial, Oxford, UCL.

Do you need CS to become a software engineer?

No — bootcamps and self-taught paths work. But CS gives you the strongest theoretical foundation and remains the highest-signal credential for competitive employers.

Careers this major opens

The US Department of Education maps Computer Science (CIP 11.0701) to 13 Standard Occupational Classification codes. Salary and employment figures come from the US Bureau of Labor Statistics via O*NET; the AI-durability signal is our own composite score.

Median salary (US)

$108,970

across 13 careers

Salary range

$40,560 – $239,200

p10 → p90 across careers

Avg AI exposure

0.66

31% high-exposure (0-1 scale)

Career	Median	Employment	AI
Software Developers SOC 15-1252	$133,080	1,693,800	0.68
Computer and Information Systems Managers SOC 11-3021	$171,200	667,100	0.52
Computer Occupations, All Other SOC 15-1299	$108,970	472,000	0.66
Data Scientists SOC 15-2051	$112,590	245,900	0.68
Software Quality Assurance Analysts and Testers SOC 15-1253	$102,610	201,700	0.83
Information Security Analysts SOC 15-1212	$124,910	182,800	0.56
Computer Network Support Specialists SOC 15-1231	$73,340	152,700	0.69
Web and Digital Interface Designers SOC 15-1255	$98,090	128,900	0.81
Computer programmers SOC 15-1251	$98,670	121,200	0.83
Web developers SOC 15-1254	$90,930	86,000	0.76
Database architects SOC 15-1243	$135,980	66,900	0.67
Computer science teachers, postsecondary SOC 25-1021	$96,690	44,800	0.40

Sources: NCES CIP-2020 → SOC-2018 crosswalk · US Bureau of Labor Statistics (via O*NET) · WhatTNext Ai AI-durability score. Careers ranked by US employment volume.

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