data transformations jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-30, data transformations appears in 32 job postings indexed by Skillenai over the past 90 days — most often required for Data Analyst roles.
Last updated · 90d ending 2026-08-30
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Frequently asked questions about data transformations
+Is data transformations in demand in 2026?
Yes. data transformations appears in 32 job postings indexed by Skillenai over the 90 days ending 2026-08-30. It is most often required for Data Analyst roles (22% of Data Analyst postings list it).
+What jobs require data transformations?
According to the Skillenai jobs index over the 90 days ending 2026-08-30, the job titles most likely to require data transformations are Data Analyst (22% of postings list data transformations), Data Engineer (16% of postings list data transformations), Data Scientist (9% of postings list data transformations).
+What skills are commonly paired with data transformations?
Across job postings indexed by Skillenai (90 days ending 2026-08-30), data transformations most often appears alongside data pipelines, Python, SQL, dbt, data modeling.
+Where is data transformations most in demand?
As of 2026-08-30, the metro areas posting the most jobs requiring data transformations are João Lisboa, Madrid, Málaga, New York City, San Francisco, 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 Analyst | 7 | 21.9% |
| Data Engineer | 5 | 15.6% |
| Data Scientist | 3 | 9.4% |
| Analytics Engineer | 2 | 6.2% |
| Alliance Lead | 1 | 3.1% |
| Architect, AI Quality and Reliability Engineering | 1 | 3.1% |
| BI Developer | 1 | 3.1% |
| Cloud Data Engineer | 1 | 3.1% |
| Data & Analytics Engineer | 1 | 3.1% |
| Data Architect | 1 | 3.1% |
Top metros hiring for data transformations
| Name | Postings | Share |
|---|---|---|
| João Lisboa | 2 | 6.3% |
| Madrid | 2 | 6.3% |
| Málaga | 2 | 6.3% |
| New York City | 2 | 6.3% |
| San Francisco | 2 | 6.3% |
| Berlin | 1 | 3.1% |
| Boston | 1 | 3.1% |
| Costa Mesa | 1 | 3.1% |
| Edina | 1 | 3.1% |
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 2026-08-30. 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
- 2026-08-30
- 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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