Data Analyst jobs in 2026 — required skills, demand trends, and top hiring cities
As of 2026-08-19, Skillenai has indexed 3,669 job postings with the title “Data Analyst” over the past 90 days. The skill mentioned most often is SQL, with demand up 38% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-19
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Frequently asked questions about Data Analyst jobs
+How many Data Analyst jobs are being posted in 2026?
Skillenai has indexed 3,669 job postings with the title “Data Analyst” over the 90 days ending 2026-08-19, with demand up 38% vs the prior 4 weeks.
+What skills do Data Analyst jobs require?
Across Data Analyst postings indexed by Skillenai over the 90 days ending 2026-08-19, the skills mentioned most often are SQL, Python, Tableau, data visualization, Power BI.
+Which cities are hiring the most Data Analyst?
As of 2026-08-19, Data Analyst postings indexed by Skillenai are concentrated in New York City, London, Washington, Castlebar, Toronto.
+Is Data Analyst a good career path right now?
Skillenai indexes 3,669 Data Analyst postings over the 90 days ending 2026-08-19, with demand up 38% vs the prior 4 weeks. The skill mentioned most often in Data Analyst postings is SQL, so building it gives the strongest signal that an applicant matches the role.
+How can I track new Data Analyst job postings as they’re indexed?
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Weekly Data Analyst postings — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Skills most often required for Data Analyst
| Name | Postings | Share |
|---|---|---|
| SQL | 1,636 | 44.6% |
| Python | 1,148 | 31.3% |
| Tableau | 770 | 21.0% |
| data visualization | 677 | 18.5% |
| Power BI | 663 | 18.1% |
| Data analysis | 542 | 14.8% |
| data modeling | 496 | 13.5% |
| R | 415 | 11.3% |
| dashboards | 389 | 10.6% |
| Looker | 379 | 10.3% |
| Excel | 346 | 9.4% |
| DBT | 344 | 9.4% |
| A/B testing | 282 | 7.7% |
| ETL | 249 | 6.8% |
| data quality | 246 | 6.7% |
Top metros hiring Data Analyst
| Name | Postings | Share |
|---|---|---|
| New York City | 111 | 3.0% |
| London | 69 | 1.9% |
| Washington | 63 | 1.7% |
| Castlebar | 56 | 1.5% |
| Toronto | 44 | 1.2% |
| Bengaluru | 40 | 1.1% |
| Charlotte | 39 | 1.1% |
| Atlanta | 38 | 1.0% |
| Chicago | 38 | 1.0% |
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-19, matching postings whose canonical role is “Data Analyst”. Pages refresh weekly (or daily for the top-50 most-posted roles).
- role
- Data Analyst
- source
- Skillenai jobs index, deduplicated daily
- data_as_of
- 2026-08-19
- 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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