Data wrangling jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-28, Data wrangling appears in 240 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles, with demand up 17% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-28
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Frequently asked questions about Data wrangling
+Is Data wrangling in demand in 2026?
Yes. Data wrangling appears in 240 job postings indexed by Skillenai over the 90 days ending 2026-08-28, with demand up 17% vs the prior 4 weeks. It is most often required for Data Scientist roles (26% of Data Scientist postings list it).
+What jobs require Data wrangling?
According to the Skillenai jobs index over the 90 days ending 2026-08-28, the job titles most likely to require Data wrangling are Data Scientist (26% of postings list Data wrangling), Data Analyst (12% of postings list Data wrangling), Software Engineer (7% of postings list Data wrangling).
+What skills are commonly paired with Data wrangling?
Across job postings indexed by Skillenai (90 days ending 2026-08-28), Data wrangling most often appears alongside Python, SQL, data visualization, Tableau, machine learning.
+Where is Data wrangling most in demand?
As of 2026-08-28, the metro areas posting the most jobs requiring Data wrangling are New York City, Washington, San Francisco, Annapolis, Boston, according to the Skillenai jobs index.
+How can I keep up with new Data wrangling content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Data wrangling alongside the jobs index. You can subscribe to a daily email digest of new Data wrangling content from your Skillenai account.
Weekly job postings requiring Data wrangling — last 90 days
Job titles most likely to require Data wrangling
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 63 | 26.2% |
| Data Analyst | 29 | 12.1% |
| Software Engineer | 16 | 6.7% |
| Data Engineer | 11 | 4.6% |
| Machine Learning Engineer | 6 | 2.5% |
| AI Engineer | 4 | 1.7% |
| AI/ML Engineer | 4 | 1.7% |
| Growth Analyst | 4 | 1.7% |
| Data Analytics Engineer | 3 | 1.2% |
| AI Implementation Lead | 2 | 0.8% |
Top metros hiring for Data wrangling
| Name | Postings | Share |
|---|---|---|
| New York City | 11 | 4.6% |
| Washington | 7 | 2.9% |
| San Francisco | 6 | 2.5% |
| Annapolis | 4 | 1.7% |
| Boston | 4 | 1.7% |
| Houston | 4 | 1.7% |
| Hyderabad | 4 | 1.7% |
| Toronto | 4 | 1.7% |
| Detroit | 3 | 1.3% |
Skills commonly paired with Data wrangling
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-28. 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
- a1c74dc7df02b038
- data_as_of
- 2026-08-28
- 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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