attribution jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-23, attribution appears in 384 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand up 25% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-23
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Frequently asked questions about attribution
+Is attribution in demand in 2026?
Yes. attribution appears in 384 job postings indexed by Skillenai over the 90 days ending 2026-07-23, with demand up 25% vs the prior 4 weeks. It is most often required for Product Manager roles (13% of Product Manager postings list it).
+What jobs require attribution?
According to the Skillenai jobs index over the 90 days ending 2026-07-23, the job titles most likely to require attribution are Product Manager (13% of postings list attribution), Data Scientist (7% of postings list attribution), Software Engineer (4% of postings list attribution).
+What skills are commonly paired with attribution?
Across job postings indexed by Skillenai (90 days ending 2026-07-23), attribution most often appears alongside SQL, Python, A/B testing, experimentation, Tableau.
+Where is attribution most in demand?
As of 2026-07-23, the metro areas posting the most jobs requiring attribution are New York City, San Francisco, London, Austin, Toronto, 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
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require attribution
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 50 | 13.0% |
| Data Scientist | 27 | 7.0% |
| Software Engineer | 17 | 4.4% |
| Data Analyst | 14 | 3.6% |
| Engineering Manager | 10 | 2.6% |
| Analytics Manager | 9 | 2.3% |
| Performance Analytics Manager | 8 | 2.1% |
| SEO Strategist | 8 | 2.1% |
| Brand Strategy Analyst | 6 | 1.6% |
| Senior Data Analyst | 5 | 1.3% |
Top metros hiring for attribution
| Name | Postings | Share |
|---|---|---|
| New York City | 41 | 10.7% |
| San Francisco | 23 | 6.0% |
| London | 13 | 3.4% |
| Austin | 7 | 1.8% |
| Toronto | 7 | 1.8% |
| Seattle | 5 | 1.3% |
| Berlin | 4 | 1.0% |
| Kyiv | 4 | 1.0% |
| Tel Aviv | 4 | 1.0% |
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 2026-07-23. 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
- 2026-07-23
- 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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