data interpretation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-03, data interpretation appears in 153 job postings indexed by Skillenai over the past 90 days — most often required for Data Analyst roles, with demand down 62% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-03
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Frequently asked questions about data interpretation
+Is data interpretation in demand in 2026?
Yes. data interpretation appears in 153 job postings indexed by Skillenai over the 90 days ending 2026-07-03, with demand down 62% vs the prior 4 weeks. It is most often required for Data Analyst roles (10% of Data Analyst postings list it).
+What jobs require data interpretation?
According to the Skillenai jobs index over the 90 days ending 2026-07-03, the job titles most likely to require data interpretation are Data Analyst (10% of postings list data interpretation), Finance Subject Matter Expert (8% of postings list data interpretation), Environmental Researcher (6% of postings list data interpretation).
+What skills are commonly paired with data interpretation?
Across job postings indexed by Skillenai (90 days ending 2026-07-03), data interpretation most often appears alongside Data analysis, Python, SQL, data visualization, R.
+Where is data interpretation most in demand?
As of 2026-07-03, the metro areas posting the most jobs requiring data interpretation are Boston, London, San Francisco, Toronto, Hyderabad, according to the Skillenai jobs index.
+How can I keep up with new data interpretation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data interpretation alongside the jobs index. You can subscribe to a daily email digest of new data interpretation content from your Skillenai account.
Weekly job postings requiring data interpretation — last 90 days
Job titles most likely to require data interpretation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Analyst | 15 | 9.8% |
| Finance Subject Matter Expert | 13 | 8.5% |
| Environmental Researcher | 9 | 5.9% |
| Product Manager | 7 | 4.6% |
| Data Scientist | 4 | 2.6% |
| Payer Analytics Consultant | 4 | 2.6% |
| Research Associate | 4 | 2.6% |
| Business Analyst | 3 | 2.0% |
| Program Manager | 3 | 2.0% |
| Research Scientist | 3 | 2.0% |
Top metros hiring for data interpretation
| Name | Postings | Share |
|---|---|---|
| Boston | 6 | 3.9% |
| London | 3 | 2.0% |
| San Francisco | 3 | 2.0% |
| Toronto | 3 | 2.0% |
| Hyderabad | 2 | 1.3% |
| Mason | 2 | 1.3% |
| Mumbai | 2 | 1.3% |
| New York City | 2 | 1.3% |
| Saskatoon | 2 | 1.3% |
Skills commonly paired with data interpretation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-03. 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
- 999de17cc662ed5b
- data_as_of
- 2026-07-03
- 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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