validation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-04, validation appears in 822 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 7% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-04
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Frequently asked questions about validation
+Is validation in demand in 2026?
Yes. validation appears in 822 job postings indexed by Skillenai over the 90 days ending 2026-07-04, with demand down 7% vs the prior 4 weeks. It is most often required for Software Engineer roles (10% of Software Engineer postings list it).
+What jobs require validation?
According to the Skillenai jobs index over the 90 days ending 2026-07-04, the job titles most likely to require validation are Software Engineer (10% of postings list validation), Systems Engineer (6% of postings list validation), Technical Program Manager (5% of postings list validation).
+What skills are commonly paired with validation?
Across job postings indexed by Skillenai (90 days ending 2026-07-04), validation most often appears alongside Python, testing, debugging, machine learning, verification.
+Where is validation most in demand?
As of 2026-07-04, the metro areas posting the most jobs requiring validation are San Francisco, New York City, London, Bengaluru, Bristol, according to the Skillenai jobs index.
+How can I keep up with new validation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning validation alongside the jobs index. You can subscribe to a daily email digest of new validation content from your Skillenai account.
Weekly job postings requiring validation — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require validation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 85 | 10.3% |
| Systems Engineer | 46 | 5.6% |
| Technical Program Manager | 41 | 5.0% |
| Solutions Architect | 25 | 3.0% |
| Product Manager | 22 | 2.7% |
| Agent Deployment Architect | 21 | 2.6% |
| Machine Learning Engineer | 21 | 2.6% |
| AI Engineer | 14 | 1.7% |
| Engineering Manager | 14 | 1.7% |
| Product Designer | 13 | 1.6% |
Top metros hiring for validation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 28 | 3.4% |
| New York City | 21 | 2.6% |
| London | 20 | 2.4% |
| Bengaluru | 17 | 2.1% |
| Bristol | 15 | 1.8% |
| Mountain View | 13 | 1.6% |
| Irvine | 12 | 1.5% |
| San Carlos | 8 | 1.0% |
| Seattle | 8 | 1.0% |
Skills commonly paired with validation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-04. 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
- ad3611660c6d397b
- data_as_of
- 2026-07-04
- 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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