Data transformation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-24, Data transformation appears in 1,825 job postings indexed by Skillenai over the past 90 days — most often required for Data Engineer roles, with demand up 6% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-24
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Frequently asked questions about Data transformation
+Is Data transformation in demand in 2026?
Yes. Data transformation appears in 1,825 job postings indexed by Skillenai over the 90 days ending 2026-07-24, with demand up 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 transformation?
According to the Skillenai jobs index over the 90 days ending 2026-07-24, the job titles most likely to require Data transformation are Data Engineer (21% of postings list Data transformation), Data Analyst (8% of postings list Data transformation), Software Engineer (5% of postings list Data transformation).
+What skills are commonly paired with Data transformation?
Across job postings indexed by Skillenai (90 days ending 2026-07-24), Data transformation most often appears alongside SQL, Python, data modeling, ETL, data pipelines.
+Where is Data transformation most in demand?
As of 2026-07-24, the metro areas posting the most jobs requiring Data transformation are New York City, London, Bengaluru, San Francisco, Toronto, 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
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require Data transformation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Engineer | 384 | 21.0% |
| Data Analyst | 142 | 7.8% |
| Software Engineer | 87 | 4.8% |
| Analytics Engineer | 83 | 4.5% |
| Lead Data Engineer | 77 | 4.2% |
| Data Scientist | 72 | 3.9% |
| Product Manager | 42 | 2.3% |
| Data Architect | 31 | 1.7% |
| Business Analyst | 24 | 1.3% |
| Machine Learning Engineer | 24 | 1.3% |
Top metros hiring for Data transformation
| Name | Postings | Share |
|---|---|---|
| New York City | 86 | 4.7% |
| London | 49 | 2.7% |
| Bengaluru | 34 | 1.9% |
| San Francisco | 33 | 1.8% |
| Toronto | 31 | 1.7% |
| Singapore | 16 | 0.9% |
| Atlanta | 15 | 0.8% |
| Boston | 15 | 0.8% |
| Pune | 15 | 0.8% |
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 2026-07-24. 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
- 2026-07-24
- 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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