Data transformation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-28, Data transformation appears in 2,217 job postings indexed by Skillenai over the past 90 days — Data Engineer has the most postings mentioning Data transformation, with demand down 53% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-28
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Frequently asked questions about Data transformation
+Is Data transformation in demand in 2026?
Yes. Data transformation appears in 2,217 job postings indexed by Skillenai over the 90 days ending 2026-09-28, with demand down 53% vs the prior 4 weeks. Data Engineer accounts for the most postings mentioning Data transformation (19.6% of all postings mentioning Data transformation).
+What jobs require Data transformation?
According to the Skillenai jobs index over the 90 days ending 2026-09-28, among roles with at least 20 postings, the highest shares mentioning Data transformation are Generative AI Specialist (46.6% of that role’s postings mention Data transformation), Agent Architect (31.4% of that role’s postings mention Data transformation), Finance Data Analyst (23.1% of that role’s postings mention Data transformation).
+What skills are commonly paired with Data transformation?
Across job postings indexed by Skillenai (90 days ending 2026-09-28), Data transformation most often appears alongside SQL, Python, data modeling, data pipelines, ETL.
+Where is Data transformation most in demand?
As of 2026-09-28, the metro areas posting the most jobs requiring Data transformation are New York City, London, Toronto, Bengaluru, San Francisco, 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
Roles most likely to require Data transformation
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Generative AI Specialist | 27 | 46.6% |
| Agent Architect | 11 | 31.4% |
| Finance Data Analyst | 6 | 23.1% |
| IT Systems Administrator | 5 | 20.0% |
| Integration Developer | 4 | 20.0% |
| Data Engineering Lead | 13 | 18.1% |
| Data & Analytics Engineer | 3 | 14.3% |
| Lead Data Engineer | 10 | 13.7% |
| Data Business Analyst | 3 | 12.5% |
| People Analytics Analyst | 3 | 11.5% |
Roles with the most Data transformation postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Data Engineer | 435 | 19.6% |
| Data Analyst | 206 | 9.3% |
| Data Scientist | 132 | 6.0% |
| Software Engineer | 119 | 5.4% |
| Analytics Engineer | 85 | 3.8% |
| Data Architect | 47 | 2.1% |
| Product Manager | 44 | 2.0% |
| Business Analyst | 40 | 1.8% |
| Generative AI Specialist | 27 | 1.2% |
| Business Intelligence Analyst | 24 | 1.1% |
Top metros hiring for Data transformation
| Name | Postings | Share |
|---|---|---|
| New York City | 76 | 3.4% |
| London | 58 | 2.6% |
| Toronto | 44 | 2.0% |
| Bengaluru | 41 | 1.8% |
| San Francisco | 32 | 1.4% |
| Chicago | 29 | 1.3% |
| Boston | 26 | 1.2% |
| Pune | 25 | 1.1% |
| Gurugram | 22 | 1.0% |
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 2026-09-28. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning Data transformation by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s Data transformation postings by all Data transformation postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- cde13a3121e96a79
- data_as_of
- 2026-09-28
- 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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