data transformation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-02, data transformation appears in 1,769 job postings indexed by Skillenai over the past 90 days.
Last updated · 90d ending 2026-05-02
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Frequently asked questions about data transformation
+Is data transformation in demand in 2026?
Yes. data transformation appears in 1,769 job postings indexed by Skillenai over the 90 days ending 2026-05-02, with demand down 35% vs the prior 4 weeks.
+What skills are commonly paired with data transformation?
Across job postings indexed by Skillenai (90 days ending 2026-05-02), data transformation most often appears alongside SQL, Python, data modeling, data pipelines, ETL.
+Where is data transformation most in demand?
As of 2026-05-02, the metro areas posting the most jobs requiring data transformation are New York City, London, San Francisco, Bengaluru, Pune, according to the Skillenai jobs index.
+How can I keep up with new data transformation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data transformation alongside the jobs index. You can subscribe to a daily email digest of new data transformation content from your Skillenai account.
Weekly job postings requiring data transformation — last 90 days
Top metros hiring for data transformation
| Name | Postings | Share |
|---|---|---|
| New York City | 114 | 26.1% |
| London | 82 | 18.8% |
| San Francisco | 70 | 16.0% |
| Bengaluru | 50 | 11.4% |
| Pune | 31 | 7.1% |
| Seattle | 25 | 5.7% |
| Toronto | 23 | 5.3% |
| Paris | 22 | 5.0% |
| Singapore | 20 | 4.6% |
Skills commonly paired with data transformation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-02. 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
- cde13a3121e96a79
- data_as_of
- 2026-05-02
- 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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