software analysis jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-28, software analysis appears in 24 job postings indexed by Skillenai over the past 90 days — most often required for Research Scientist roles, with demand down 86% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-28
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Frequently asked questions about software analysis
+Is software analysis in demand in 2026?
Yes. software analysis appears in 24 job postings indexed by Skillenai over the 90 days ending 2026-08-28, with demand down 86% vs the prior 4 weeks. It is most often required for Research Scientist roles (75% of Research Scientist postings list it).
+What jobs require software analysis?
According to the Skillenai jobs index over the 90 days ending 2026-08-28, the job titles most likely to require software analysis are Research Scientist (75% of postings list software analysis), Software Engineer (25% of postings list software analysis).
+What skills are commonly paired with software analysis?
Across job postings indexed by Skillenai (90 days ending 2026-08-28), software analysis most often appears alongside testing, optimization, algorithm implementation, differential equations, software design.
+Where is software analysis most in demand?
As of 2026-08-28, the metro areas posting the most jobs requiring software analysis are Broomfield, Fort Collins, Waltham, Huntsville, according to the Skillenai jobs index.
+How can I keep up with new software analysis content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning software analysis alongside the jobs index. You can subscribe to a daily email digest of new software analysis content from your Skillenai account.
Weekly job postings requiring software analysis — last 90 days
Job titles most likely to require software analysis
| Role | Postings mentioning | % requiring |
|---|---|---|
| Research Scientist | 18 | 75.0% |
| Software Engineer | 6 | 25.0% |
Top metros hiring for software analysis
| Name | Postings | Share |
|---|---|---|
| Broomfield | 9 | 37.5% |
| Fort Collins | 6 | 25.0% |
| Waltham | 6 | 25.0% |
| Huntsville | 2 | 8.3% |
Skills commonly paired with software analysis
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-28. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 2ffc19eeb6077a17
- data_as_of
- 2026-08-28
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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