Attribution jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, Attribution appears in 351 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand down 41% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about Attribution
+Is Attribution in demand in 2026?
Yes. Attribution appears in 351 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 41% vs the prior 4 weeks. It is most often required for Product Manager roles (8% of Product Manager postings list it).
+What jobs require Attribution?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require Attribution are Product Manager (8% of postings list Attribution), Data Scientist (5% of postings list Attribution), Data Analyst (4% of postings list Attribution).
+What skills are commonly paired with Attribution?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), Attribution most often appears alongside SQL, Python, A/B testing, experimentation, Tableau.
+Where is Attribution most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring Attribution are New York City, San Francisco, London, Toronto, Barcelona, according to the Skillenai jobs index.
+How can I keep up with new Attribution content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Attribution alongside the jobs index. You can subscribe to a daily email digest of new Attribution content from your Skillenai account.
Weekly job postings requiring Attribution — last 90 days
Job titles most likely to require Attribution
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 27 | 7.7% |
| Data Scientist | 18 | 5.1% |
| Data Analyst | 15 | 4.3% |
| Software Engineer | 8 | 2.3% |
| Performance Analytics Manager | 7 | 2.0% |
| Principal Engineer | 7 | 2.0% |
| Business Intelligence Analyst | 6 | 1.7% |
| Marketing Analyst | 6 | 1.7% |
| Senior Data Analyst | 6 | 1.7% |
| Data Analytics Manager | 5 | 1.4% |
Top metros hiring for Attribution
| Name | Postings | Share |
|---|---|---|
| New York City | 32 | 29.1% |
| San Francisco | 21 | 19.1% |
| London | 17 | 15.5% |
| Toronto | 10 | 9.1% |
| Barcelona | 7 | 6.4% |
| Paris | 7 | 6.4% |
| Bengaluru | 6 | 5.5% |
| Seattle | 6 | 5.5% |
| Bogotá | 4 | 3.6% |
Skills commonly paired with Attribution
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-17. 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
- 32adad992d54981e
- data_as_of
- 2026-05-17
- 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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