data standards jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-29, data standards appears in 16 job postings indexed by Skillenai over the past 90 days — most often required for Data Engineer roles.
Last updated · 90d ending 2026-08-29
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Frequently asked questions about data standards
+Is data standards in demand in 2026?
Yes. data standards appears in 16 job postings indexed by Skillenai over the 90 days ending 2026-08-29. It is most often required for Data Engineer roles (12% of Data Engineer postings list it).
+What jobs require data standards?
According to the Skillenai jobs index over the 90 days ending 2026-08-29, the job titles most likely to require data standards are Data Engineer (12% of postings list data standards), Analytics Engineering Director (6% of postings list data standards), CRM Data Analyst (6% of postings list data standards).
+What skills are commonly paired with data standards?
Across job postings indexed by Skillenai (90 days ending 2026-08-29), data standards most often appears alongside Python, SQL, data governance, data pipelines, CI/CD.
+Where is data standards most in demand?
As of 2026-08-29, the metro areas posting the most jobs requiring data standards are Arlington, Boston, Madrid, McLean, Redwood City, according to the Skillenai jobs index.
+How can I keep up with new data standards content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data standards alongside the jobs index. You can subscribe to a daily email digest of new data standards content from your Skillenai account.
Weekly job postings requiring data standards — last 90 days
Job titles most likely to require data standards
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Engineer | 2 | 12.5% |
| Analytics Engineering Director | 1 | 6.2% |
| CRM Data Analyst | 1 | 6.2% |
| Data Architect | 1 | 6.2% |
| Data Governance Manager | 1 | 6.2% |
| Data Scientist | 1 | 6.2% |
| Database Administrator | 1 | 6.2% |
| IT Specialist | 1 | 6.2% |
| Preclinical Data Engineer | 1 | 6.2% |
| Product Manager | 1 | 6.2% |
Top metros hiring for data standards
| Name | Postings | Share |
|---|---|---|
| Arlington | 1 | 6.3% |
| Boston | 1 | 6.3% |
| Madrid | 1 | 6.3% |
| McLean | 1 | 6.3% |
| Redwood City | 1 | 6.3% |
| San Diego | 1 | 6.3% |
| San Francisco | 1 | 6.3% |
| Seattle | 1 | 6.3% |
| Singapore | 1 | 6.3% |
Skills commonly paired with data standards
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-29. 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
- a72c7ed96a2f3f73
- data_as_of
- 2026-08-29
- 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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