Computer Systems Analysts vs Software Developers
Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index
A factual, source-backed comparison of Computer Systems Analysts and Software Developers on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”
At a glance
| Dimension | Computer Systems Analysts | Software Developers |
|---|---|---|
| Median pay | $103,790 | $133,080 |
| Employment | 497,800 | 1,654,440 |
| Employment outlook (2024–34) · BLS projection | Growing fast (+8.7%) | Growing fast (+15.8%) |
| Annual openings · BLS projection | 34,200 | 115,200 |
| Typical education · O*NET | Most of these occupations require a four-year bachelor's degree, but some do not. | Most of these occupations require a four-year bachelor's degree, but some do not. |
| AI exposure · published exposure studies | High · 91st pct | High · 85th pct |
| Global GenAI gradient · ILO ISCO-08 · via crosswalk | — | — |
| Observed AI use · Anthropic Economic Index | — | — |
| Mostly remote-capable · Dingel–Neiman | — | — |
Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.
Skills
Shared: Computers and Electronics, Deductive Reasoning, Speaking, Oral Comprehension, Written Comprehension, Oral Expression, Information Ordering, Reading Comprehension, Problem Sensitivity, Inductive Reasoning, Near Vision, Active Listening, Critical Thinking, Systems Analysis, Systems Evaluation, Customer and Personal Service, Active Learning, Judgment and Decision Making, Speech Recognition, Fluency of Ideas, Speech Clarity, English Language, Writing, Monitoring, Complex Problem Solving, Written Expression, Programming, Mathematics, Category Flexibility, Social Perceptiveness, Coordination, Time Management, Mathematics, Service Orientation, Operations Analysis.
Specific to Computer Systems Analysts
- Administration and Management
- Learning Strategies
- Troubleshooting
- Flexibility of Closure
- Visualization
Specific to Software Developers
- Technology Design
- Originality
- Selective Attention
- Instructing
- Mathematical Reasoning
- Education and Training
Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).
Tools & technology
Shared: Content workflow software , Business intelligence and data analysis software , Document management software , Object or component oriented development software , Data base user interface and query software , Graphics or photo imaging software , Web platform development software , Data base management system software , Development environment software , File versioning software , Operating system software , Configuration management software , Application server software .
Specific to Computer Systems Analysts
Full profiles
This page is a summary. See the complete source-backed profile for Computer Systems Analysts or Software Developers — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.
More comparisons
Related occupations you can place side by side on the same sourced scale.
- Computer Systems Analysts vs Computer Systems Engineers/Architects
- Computer Systems Analysts vs Database Administrators
- Computer Systems Analysts vs Computer and Information Systems Managers
- Computer Systems Analysts vs Database Architects
- Computer Systems Analysts vs Network and Computer Systems Administrators
- Computer Systems Analysts vs Information Security Analysts
- Computer Systems Analysts vs Information Security Engineers
- Computer Systems Analysts vs Software Quality Assurance Analysts and Testers
Sources for this page
Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.
- O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
- BLS Occupational Employment and Wage Statistics (OEWS) May 2024 U.S. Bureau of Labor Statistics
- BLS Employment Projections 2024–2034 U.S. Bureau of Labor Statistics
- Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
- Microsoft “Working with AI” working-with-ai Microsoft Research
- “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic
Data compiled June 2, 2026. Figures are estimates, not advice.
Cite this page
Singulariki. "Computer Systems Analysts vs Software Developers." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026. https://singulariki.com/compare/computer-systems-analysts-vs-software-developers
Singulariki. (2026). Computer Systems Analysts vs Software Developers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/computer-systems-analysts-vs-software-developers
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title = {Computer Systems Analysts vs Software Developers},
author = {{Singulariki}},
year = {2026},
note = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
url = {https://singulariki.com/compare/computer-systems-analysts-vs-software-developers}
} Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.