◆ MAJOR INTELLIGENCE · COMPUTER SCIENCE

Is a Computer Science degree worth it?

The honest answer is yes — for the right student. CS has the highest median salary of any bachelor's degree in America, but the variance is wider than most people realize. Below is the data.

UPDATED APRIL 2026BLS · IPEDS · NCES~5 MIN READ
Median Start Salary
$115,000
Bachelor's, year 1
Peak Salary
$00,000
Mid-career median
AI Disruption Risk
5 / 10
Medium Risk
Avg. Debt
$00,000
After 4 years

The honest answer, in one paragraph

Computer Science is the highest-ROI major in America for graduates from strong programs — but the entry-level market is tightening as AI changes what junior dev work looks like. The major is worth it if you have a clear plan: solid school, internships every summer, and a focus area (ML, infrastructure, security) that AI is unlikely to fully automate.

The one number that matters: debt-to-starting-salary ratio. The full Pathwise report calculates this for your specific school choice — across all 3 school tiers (Elite Private, Public In-State, Public Out-of-State).

The salary picture

Bachelor's-only CS graduates earn a median of $115,000 in their first year — the highest of any major in America. But the spread is brutal: top 25% from elite programs hit $200,000+, while the bottom 25% can struggle to find their first role.

What separates the two? School strength, internship history, and specialization. The full Pathwise report breaks down all 5 most common career paths.

The deeper picture

ML Engineers, Quantitative Developers, and Security Engineers all command significant premiums. Specific peak salary numbers by specialty are inside the report.

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Peak salary · 10 ranked schools · 5 career paths · debt math by 3 school tiers
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The debt math, by school tier

The same Computer Science degree can have a 3x cost spread depending on where you go. The full Pathwise report calculates avg debt, monthly payment, payoff timeline, and starting salary for all 3 school tiers.

School Tier4-Year CostAvg. DebtPayoff Timeline
Public In-State$78,000$42,000~3 years
Public Out-of-State$000,000$00,000~00 years
Elite Private (with aid)$00,000$0,000~0 years

The out-of-state trap. Most students don't realize how dramatically out-of-state status changes the math. The full numbers are in the report.

Top 10 ranked schools

Pathwise reports include 10 schools ranked by program quality, with acceptance rates, total cost (tuition + fees + room & board), financial aid info, alumni network strength, and program reputation for each. Here's a preview of the top 5.

About these net cost numbers: they're your actual annual cost after typical financial aid — not the sticker price. Costs vary based on your family income (need-blind schools like MIT/Stanford give massive aid for families under $100K), residency status (in-state vs. out-of-state for publics), and merit awards. The full Pathwise report calculates your specific net cost based on your family's income tier.

01
Massachusetts Institute of Technology
Need-blind · ~$0 net cost for families under $100K · 98% job placement
NET COST
$0 — $86K (varies by family income)
02
Stanford University
Top-3 CS program · Silicon Valley pipeline · need-blind
NET COST
$0 — $86K (varies by family income)
03
Carnegie Mellon University
Top-2 CS for systems & ML · strong industry recruiting · need-aware aid
NET COST
$28K — $84K (after typical aid)
04
University of California — Berkeley
Top public CS · Bay Area access · Cal Grant eligible
NET COST
$32K in-state / $66K out-of-state
05
Georgia Institute of Technology
Top-10 CS · in-state HOPE scholarship · Atlanta tech scene
NET COST
$26K in-state / $52K out-of-state
+ 5 more schools, full cost data, and financial aid info per school
INCLUDED IN THE FULL PATHWISE REPORT
UNLOCK FULL RANKING — $19.99

Where the major actually leads

Pathwise reports include the 5 most common career paths from a Computer Science degree, with median salary, demand level, what the job actually involves, key skills, and top employers for each. Here's a preview.

Software Engineer
START $130KDEMAND HIGH
Software engineers spend most of their day writing, testing, and debugging the code that becomes the apps and websites you use every day. They work in small teams to ship features and improve performance.
JavaScript / Python / JavaSystem designCode review & testingGit / version control
Machine Learning Engineer
START $155KDEMAND HIGH
ML engineers build and train the AI models behind products like ChatGPT and Netflix recommendations — gathering data, experimenting with model architectures, and deploying winners into production.
Python + PyTorch / TensorFlowLinear algebra & statisticsData pipeline engineeringModel deployment (MLOps)
Data Scientist
START $118KDEMAND HIGH
Data scientists turn massive amounts of company data into clear answers about user behavior — running queries and presenting findings to product teams.
SQL + PythonStatistical analysisData vizStakeholder reporting
DevOps / Cloud Engineer
START $122KDEMAND HIGH
DevOps engineers keep the servers and infrastructure powering apps running smoothly at scale.
AWS / GCP / AzureLinux + shell scriptingInfrastructure as CodeCI/CD
Security Engineer
START $135KDEMAND HIGH
Security engineers protect company systems from attacks — testing for vulnerabilities and building defenses.
Penetration testingNetwork securityCryptography basicsIncident response

AI disruption: 5 / 10

Computer Science scores 5/10 on Pathwise's AI disruption scale — meaning the field is genuinely split. Senior engineering, system architecture, and ML research roles are highly resilient; entry-level coding tasks and basic web development are seeing significant pressure.

The full report includes the specific roles in this field most resistant to AI (ML Engineering, Security, Systems Architecture) and the ones most at risk over the next decade.

Salary by city

Pathwise reports include salary multipliers for the 5 cities with the most Computer Science job openings. One preview below — the rest are in the report.

San Francisco
1.42x
~$163K
New York
0.00x
~$00K
Seattle
0.00x
~$00K
Austin
0.00x
~$00K
Chicago
0.00x
~$00K

Certifications that boost earnings

Pathwise reports include 3 industry certifications relevant to Computer Science graduates, with cost, time to obtain, pass rate, and average salary impact for each.

AWS Certified Solutions Architect
Cloud architecture · AWS · Highly valued at tech companies and startups
$300
2-3 mo
~72%
+$14,000
Google Professional Cloud Developer
Cost · Time · Pass rate · Salary impact in full report
$000
0 mo
00%
+$0,000
Certified Kubernetes Administrator (CKA)
Cost · Time · Pass rate · Salary impact in full report
$000
0 mo
00%
+$0,000

3 alternative majors to consider

Every Pathwise report includes 3 alternative majors with stronger job markets, higher pay, or stronger AI resistance — so you can compare honestly before you decide. Preview:

Alternative MajorMedian StartAI RiskWhy Consider
Data Science$112K6 / 10Stronger statistics focus
Computer Engineering$00K0 / 10Locked in report
Information Systems$00K0 / 10Locked in report

What you get with the full report

Two minutes after purchase, the complete Computer Science intelligence report is delivered to your inbox. Here's exactly what's inside vs. what you've seen on this page.

FEATURE
THIS PAGE
FULL REPORT
Median starting salary
Peak (mid-career) salary
10 ranked schools (cost, aid, acceptance)
5 of 10
Debt math by all 3 school tiers
1 of 3
All 5 career paths (salary + demand)
2 of 5
"What they do" + key skills per role
2 of 5
AI-safe + at-risk roles in this field
Salary by 5 top metro cities
1 of 5
3 industry certifications + salary impact
1 of 3
3 alternative majors with ROI data
1 of 3
"Who is this for" + ROI verdict

Quick FAQ

Is Computer Science worth it in the age of AI?
Yes — but the picture is more nuanced. AI is automating significant portions of entry-level coding work, which is reshaping how juniors break in. Graduates who specialize early and have real internship experience continue to thrive. The full report breaks down which CS roles are most resilient.
Can you get a great CS job without going to a top school?
Yes, but it requires more deliberate effort. Many of the highest-paying CS roles still recruit heavily from a small set of programs. State school grads who reach those tiers usually do it via internships, open-source contributions, and competitive programming.
What is the worst-case Computer Science outcome?
An expensive out-of-state private with $90K+ in debt, no internships, no specialization, graduating into a tightened junior job market. The report includes the specific schools and paths that produce this outcome — and the ones that protect against it.
Do I need a master's in CS?
For most jobs, no — a bachelor's is enough. For research, ML engineering at top labs, or specialized fields, a master's or PhD significantly increases earning potential.
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10 ranked schools · 5 career paths with descriptions and skills · debt math by 3 school tiers · AI-safe and at-risk roles · 5 city salary multipliers · 3 industry certifications · 3 alternative majors

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