reproducibility jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-27, reproducibility appears in 30 job postings indexed by Skillenai over the past 90 days — most often required for Computer Vision Scientist roles, with demand up 8% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-27
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Frequently asked questions about reproducibility
+Is reproducibility in demand in 2026?
Yes. reproducibility appears in 30 job postings indexed by Skillenai over the 90 days ending 2026-08-27, with demand up 8% vs the prior 4 weeks. It is most often required for Computer Vision Scientist roles (13% of Computer Vision Scientist postings list it).
+What jobs require reproducibility?
According to the Skillenai jobs index over the 90 days ending 2026-08-27, the job titles most likely to require reproducibility are Computer Vision Scientist (13% of postings list reproducibility), Data Scientist (10% of postings list reproducibility), Machine Learning Engineer (10% of postings list reproducibility).
+What skills are commonly paired with reproducibility?
Across job postings indexed by Skillenai (90 days ending 2026-08-27), reproducibility most often appears alongside Python, Model evaluation, data pipelines, monitoring, machine learning.
+Where is reproducibility most in demand?
As of 2026-08-27, the metro areas posting the most jobs requiring reproducibility are London, San Francisco, New York City, Palo Alto, Singapore, according to the Skillenai jobs index.
+How can I keep up with new reproducibility content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning reproducibility alongside the jobs index. You can subscribe to a daily email digest of new reproducibility content from your Skillenai account.
Weekly job postings requiring reproducibility — last 90 days
Job titles most likely to require reproducibility
| Role | Postings mentioning | % requiring |
|---|---|---|
| Computer Vision Scientist | 4 | 13.3% |
| Data Scientist | 3 | 10.0% |
| Machine Learning Engineer | 3 | 10.0% |
| Machine Learning Systems Engineer | 3 | 10.0% |
| Research Scientist | 2 | 6.7% |
| AI Research Engineer | 1 | 3.3% |
| Applied AI Engineering Manager | 1 | 3.3% |
| Applied ML Engineer | 1 | 3.3% |
| Business Analytics Associate | 1 | 3.3% |
| Data Analyst | 1 | 3.3% |
Top metros hiring for reproducibility
| Name | Postings | Share |
|---|---|---|
| London | 6 | 20.0% |
| San Francisco | 4 | 13.3% |
| New York City | 3 | 10.0% |
| Palo Alto | 2 | 6.7% |
| Singapore | 2 | 6.7% |
| Espoo | 1 | 3.3% |
| Mount Vernon | 1 | 3.3% |
| Santa Clara | 1 | 3.3% |
| Seoul | 1 | 3.3% |
Skills commonly paired with reproducibility
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-27. 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
- 55b1278ef2697758
- data_as_of
- 2026-08-27
- 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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