explainability jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-27, explainability appears in 23 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles.
Last updated · 90d ending 2026-08-27
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Frequently asked questions about explainability
+Is explainability in demand in 2026?
Yes. explainability appears in 23 job postings indexed by Skillenai over the 90 days ending 2026-08-27. It is most often required for Product Manager roles (17% of Product Manager postings list it).
+What jobs require explainability?
According to the Skillenai jobs index over the 90 days ending 2026-08-27, the job titles most likely to require explainability are Product Manager (17% of postings list explainability), Product Designer (13% of postings list explainability), AI Architect (9% of postings list explainability).
+What skills are commonly paired with explainability?
Across job postings indexed by Skillenai (90 days ending 2026-08-27), explainability most often appears alongside Python, machine learning, Data privacy, A/B testing, user research.
+Where is explainability most in demand?
As of 2026-08-27, the metro areas posting the most jobs requiring explainability are New York City, Bellevue, London, San Francisco, Mount Vernon, according to the Skillenai jobs index.
+How can I keep up with new explainability content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning explainability alongside the jobs index. You can subscribe to a daily email digest of new explainability content from your Skillenai account.
Weekly job postings requiring explainability — last 90 days
Job titles most likely to require explainability
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 4 | 17.4% |
| Product Designer | 3 | 13.0% |
| AI Architect | 2 | 8.7% |
| Risk Analyst | 2 | 8.7% |
| AI Implementation Engineer | 1 | 4.3% |
| Data & AI Governance Manager | 1 | 4.3% |
| Data Science Manager | 1 | 4.3% |
| Data Scientist | 1 | 4.3% |
| Industry Principal | 1 | 4.3% |
| Machine Learning Director | 1 | 4.3% |
Top metros hiring for explainability
| Name | Postings | Share |
|---|---|---|
| New York City | 3 | 13.0% |
| Bellevue | 2 | 8.7% |
| London | 2 | 8.7% |
| San Francisco | 2 | 8.7% |
| Mount Vernon | 1 | 4.3% |
| West Hollywood | 1 | 4.3% |
Skills commonly paired with explainability
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-27. 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
- 99e0f378cb97df50
- data_as_of
- 2026-08-27
- 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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