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Career change · from Computer Scientist

Careers after Computer Scientist: 18 jobs where your skills transfer.

Every related role O*NET lists for computer scientists, scored by how closely the skill profile matches, what it pays and how much extra preparation it needs. Original analysis, sources below.

Updated Nov 4, 2026 · Data: O*NET 31.0 · BLS OEWS May 2025
FromComputer Scientist
  • Complex Problem Solving
  • Judgment and Decision Making
  • Critical Thinking
  • Systems Analysis
89%88%86%
To18 related roles
  • Computer Systems Engineers/Architect
  • Computer Systems Analyst
  • Database Architect
Quick answer

The jobs closest to a Computer Scientist's skills are Computer Systems Engineers/Architect, Computer Systems Analyst and Database Architect (89%, 88% and 86% skill match). 4 related roles pay more without needing more preparation, led by IT Manager (+$34,840 median).

Transition matrix

Where your skills transfer

Data Skill match and pay change are our calculations from O*NET and BLS data (method below).

Destination roleSkill matchPay changePreparation
Computer Systems Engineers/Architect89% −$23,720 Less prep
Computer Systems Analyst88% −$34,450 Less prep
Database Architect86% −$800 Less prep
Biomedical Engineer85% −$30,930 Less prep
Computer Hardware Engineer80% +$21,440 Less prep
IT Manager77% +$34,840 Less prep
Operations Research Analyst75% −$51,360 Same prep
Natural Sciences Manager72% +$26,920 Same prep
Robotics Engineer (BLS: Engineers, All Other)72% −$17,370 Less prep
Computer Programmer69% −$39,910 Less prep
Architectural and Engineering Managers64% +$30,970 Same prep
Computer Science Teachers, Postsecondary63% −$43,320 Same prep
Bioinformatics Scientist62% −$41,380 Same prep
Statistician59% −$34,650 Same prep
Scrum Master (BLS: Computer Occupations, All Other)58% −$23,720 Less prep
Mathematician57% −$13,590 Same prep
Bioinformatics Technician48% −$58,810 Less prep
Software Engineer42% −$4,320 Less prep
Gap analysis

The three closest moves

Data Skills where the destination's O*NET level is at least half a point higher are listed as gaps.

Computer Scientist → Computer Systems Engineers/Architect89% skill match · −$23,720 median pay

Already strong: Operations Analysis, Programming, Systems Evaluation, Active Learning.

To build: Equipment Maintenance, Quality Control Analysis, Repairing.

Computer Scientist → Computer Systems Analyst88% skill match · −$34,450 median pay

Already strong: Reading Comprehension, Systems Evaluation, Judgment and Decision Making, Systems Analysis.

To build: Repairing, Equipment Maintenance, Troubleshooting.

Computer Scientist → Database Architect86% skill match · −$800 median pay

Already strong: Programming, Reading Comprehension, Complex Problem Solving, Judgment and Decision Making.

To build: Installation.

A realistic plan

How to make the move

Advice

  1. Weeks 1 to 2Pick one destination

    Computer Systems Engineers/Architect is the closest match at 89%. Computer Hardware Engineer pays more without more preparation.

  2. Weeks 2 to 6Close the top gap

    For Computer Systems Engineers/Architect, the biggest gap is equipment maintenance. Build one piece of proof for it.

  3. Weeks 4 to 8Reframe your resume

    Lead with operations analysis, programming, written in the destination's language.

  4. From week 6Talk to people in the role

    Ask three computer systems engineers/architects what they wish they had known before switching.

Method

How this page is built

Skill match is the cosine similarity of the two occupations' skill profiles: for each of 35 O*NET skills (10 essential, 25 transferable) we multiply importance by level and subtract the average across all occupations, then compare the direction of the two profiles. 100 means identical shape; 0 means unrelated or opposite (negative values are shown as 0). Only occupations that O*NET itself lists as related are compared. Pay change compares the BLS national median annual wages (May 2025) of the two occupations. Preparation change compares O*NET Job Zones (Job Zones 1-2, 3, 4 and 5, from very little to extensive preparation; O*NET 31.0 combines zones 1 and 2). Destinations without BLS wage data or O*NET skill ratings are left out.

What this page can't tell you
  • Licensing or degree rules for a specific destination.
  • Whether employers in your area hire career changers.
  • Your own skills: the scores compare occupations, not people.
Sources
  1. O*NET 31.0 Database, U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. TryHired selected, ranked and combined the data; O*NET is not responsible for these pages.
  2. U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 estimates (public domain).

How TryHired builds this data: sources, methods and downloads. Spotted an error? Report a correction.

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