data transformations jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, data transformations appears in 310 job postings indexed by Skillenai over the past 90 days — most often required for Data Engineer roles, with demand down 45% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about data transformations
+Is data transformations in demand in 2026?
Yes. data transformations appears in 310 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 45% vs the prior 4 weeks. It is most often required for Data Engineer roles (15% of Data Engineer postings list it).
+What jobs require data transformations?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require data transformations are Data Engineer (15% of postings list data transformations), Analytics Engineer (10% of postings list data transformations), Software Engineer (6% of postings list data transformations).
+What skills are commonly paired with data transformations?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), data transformations most often appears alongside SQL, Python, data modeling, data pipelines, DBT.
+Where is data transformations most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring data transformations are New York City, Costa Mesa, London, Austin, Bengaluru, according to the Skillenai jobs index.
+How can I keep up with new data transformations content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data transformations alongside the jobs index. You can subscribe to a daily email digest of new data transformations content from your Skillenai account.
Weekly job postings requiring data transformations — last 90 days
Job titles most likely to require data transformations
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Engineer | 46 | 14.8% |
| Analytics Engineer | 30 | 9.7% |
| Software Engineer | 18 | 5.8% |
| Data and Analytics Consultant | 12 | 3.9% |
| Data Analyst | 10 | 3.2% |
| Data Scientist | 10 | 3.2% |
| Lead Data Engineer | 8 | 2.6% |
| Senior Data Engineer | 7 | 2.3% |
| Staff Data Engineer | 5 | 1.6% |
| Enterprise Account Executive | 4 | 1.3% |
Top metros hiring for data transformations
| Name | Postings | Share |
|---|---|---|
| New York City | 18 | 25.0% |
| Costa Mesa | 10 | 13.9% |
| London | 10 | 13.9% |
| Austin | 7 | 9.7% |
| Bengaluru | 6 | 8.3% |
| San Francisco | 6 | 8.3% |
| Boston | 5 | 6.9% |
| Pune | 5 | 6.9% |
| Toronto | 5 | 6.9% |
Skills commonly paired with data transformations
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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
- ece68fb19b862bb4
- 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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