data transformations jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-08, data transformations appears in 332 job postings indexed by Skillenai over the past 90 days — most often required for Data Engineer roles, with demand down 6% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-08
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Frequently asked questions about data transformations
+Is data transformations in demand in 2026?
Yes. data transformations appears in 332 job postings indexed by Skillenai over the 90 days ending 2026-09-08, with demand down 6% vs the prior 4 weeks. It is most often required for Data Engineer roles (21% of Data Engineer postings list it).
+What jobs require data transformations?
According to the Skillenai jobs index over the 90 days ending 2026-09-08, the job titles most likely to require data transformations are Data Engineer (21% of postings list data transformations), Analytics Engineer (7% of postings list data transformations), Generative AI Specialist (6% of postings list data transformations).
+What skills are commonly paired with data transformations?
Across job postings indexed by Skillenai (90 days ending 2026-09-08), data transformations most often appears alongside SQL, Python, data modeling, data pipelines, ETL.
+Where is data transformations most in demand?
As of 2026-09-08, the metro areas posting the most jobs requiring data transformations are New York City, San Francisco, London, Madrid, Boston, 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
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require data transformations
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Engineer | 71 | 21.4% |
| Analytics Engineer | 22 | 6.6% |
| Generative AI Specialist | 21 | 6.3% |
| Data Analyst | 18 | 5.4% |
| Data Scientist | 15 | 4.5% |
| Software Engineer | 11 | 3.3% |
| Technology Consultant | 9 | 2.7% |
| Deployment Engineer | 7 | 2.1% |
| Business Analyst | 5 | 1.5% |
| Integration Engineer | 5 | 1.5% |
Top metros hiring for data transformations
| Name | Postings | Share |
|---|---|---|
| New York City | 19 | 5.7% |
| San Francisco | 11 | 3.3% |
| London | 10 | 3.0% |
| Madrid | 10 | 3.0% |
| Boston | 7 | 2.1% |
| Bengaluru | 5 | 1.5% |
| Munich | 5 | 1.5% |
| Atlanta | 4 | 1.2% |
| Hyderabad | 4 | 1.2% |
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 2026-09-08. 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
- 2026-09-08
- 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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