data reliability jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, data reliability appears in 258 job postings indexed by Skillenai over the past 90 days — most often required for Data Engineer roles, with demand down 52% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about data reliability
+Is data reliability in demand in 2026?
Yes. data reliability appears in 258 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 52% vs the prior 4 weeks. It is most often required for Data Engineer roles (17% of Data Engineer postings list it).
+What jobs require data reliability?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require data reliability are Data Engineer (17% of postings list data reliability), Analytics Engineer (6% of postings list data reliability), Software Engineer (5% of postings list data reliability).
+What skills are commonly paired with data reliability?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), data reliability most often appears alongside SQL, data quality, Python, data modeling, data pipelines.
+Where is data reliability most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring data reliability are New York City, San Francisco, Bengaluru, London, Berlin, according to the Skillenai jobs index.
+How can I keep up with new data reliability content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data reliability alongside the jobs index. You can subscribe to a daily email digest of new data reliability content from your Skillenai account.
Weekly job postings requiring data reliability — last 90 days
Job titles most likely to require data reliability
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Engineer | 45 | 17.4% |
| Analytics Engineer | 15 | 5.8% |
| Software Engineer | 14 | 5.4% |
| Data Scientist | 13 | 5.0% |
| Product Manager | 12 | 4.7% |
| Data Analyst | 11 | 4.3% |
| Staff Data Engineer | 9 | 3.5% |
| Senior Data Engineer | 7 | 2.7% |
| Data Operations Analyst | 6 | 2.3% |
| Analytics Engineering Manager | 4 | 1.6% |
Top metros hiring for data reliability
| Name | Postings | Share |
|---|---|---|
| New York City | 30 | 31.3% |
| San Francisco | 27 | 28.1% |
| Bengaluru | 11 | 11.5% |
| London | 11 | 11.5% |
| Berlin | 5 | 5.2% |
| Barcelona | 3 | 3.1% |
| Boston | 3 | 3.1% |
| Hyderabad | 3 | 3.1% |
| Seattle | 3 | 3.1% |
Skills commonly paired with data reliability
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-17. 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
- 7f5f58dad26093a0
- data_as_of
- 2026-05-17
- 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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