analysis jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-14, analysis appears in 206 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand up 6% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-14
Which roles want analysis?
Upload your resume and Skillenai will show which roles your analysis experience fits, which skills you already cover, and what is missing.
Prepare to discuss analysis in your interview
We’re building mock interviews informed by job postings and career profiles, to help you explain how you’ve used analysis.
Frequently asked questions about analysis
+Is analysis in demand in 2026?
Yes. analysis appears in 206 job postings indexed by Skillenai over the 90 days ending 2026-09-14, with demand up 6% vs the prior 4 weeks. It is most often required for Product Manager roles (19% of Product Manager postings list it).
+What jobs require analysis?
According to the Skillenai jobs index over the 90 days ending 2026-09-14, the job titles most likely to require analysis are Product Manager (19% of postings list analysis), Software Engineer (11% of postings list analysis), Systems Engineer (11% of postings list analysis).
+What skills are commonly paired with analysis?
Across job postings indexed by Skillenai (90 days ending 2026-09-14), analysis most often appears alongside Python, prototyping, AI tools, experimentation, systems engineering.
+Where is analysis most in demand?
As of 2026-09-14, the metro areas posting the most jobs requiring analysis are San Francisco, Tucson, Hawthorne, London, Boston, according to the Skillenai jobs index.
+How can I keep up with new analysis content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning analysis alongside the jobs index. You can subscribe to a daily email digest of new analysis content from your Skillenai account.
Weekly job postings requiring analysis — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require analysis
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 40 | 19.4% |
| Software Engineer | 23 | 11.2% |
| Systems Engineer | 23 | 11.2% |
| Test Engineer | 6 | 2.9% |
| Backend Engineer | 5 | 2.4% |
| Embedded Systems Security Engineer | 5 | 2.4% |
| Data Scientist | 4 | 1.9% |
| Machine Learning Engineer | 4 | 1.9% |
| Architect | 3 | 1.5% |
| Engineering Manager | 3 | 1.5% |
Top metros hiring for analysis
| Name | Postings | Share |
|---|---|---|
| San Francisco | 11 | 5.3% |
| Tucson | 7 | 3.4% |
| Hawthorne | 5 | 2.4% |
| London | 5 | 2.4% |
| Boston | 4 | 1.9% |
| Dahlgren | 4 | 1.9% |
| Mountain View | 4 | 1.9% |
| Seattle | 4 | 1.9% |
| Sydney | 4 | 1.9% |
Skills commonly paired with analysis
Get a daily email digest of new analysis content
Skillenai indexes news articles, blog posts, and research papers that mention analysis. Click below and we'll open a pre-filled daily digest — change the cadence to hourly or weekly if you prefer, then save. Free account required (~30 seconds).
Explore related pages
How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-14. 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
- 9aa0521b0842a22c
- data_as_of
- 2026-09-14
- 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.
Skillenai for recruiters →