retrieval systems jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-26, retrieval systems appears in 39 job postings indexed by Skillenai over the past 90 days — most often required for AI Engineer roles.
Last updated · 90d ending 2026-08-26
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Frequently asked questions about retrieval systems
+Is retrieval systems in demand in 2026?
Yes. retrieval systems appears in 39 job postings indexed by Skillenai over the 90 days ending 2026-08-26. It is most often required for AI Engineer roles (31% of AI Engineer postings list it).
+What jobs require retrieval systems?
According to the Skillenai jobs index over the 90 days ending 2026-08-26, the job titles most likely to require retrieval systems are AI Engineer (31% of postings list retrieval systems), Software Engineer (23% of postings list retrieval systems), Product Engineer (8% of postings list retrieval systems).
+What skills are commonly paired with retrieval systems?
Across job postings indexed by Skillenai (90 days ending 2026-08-26), retrieval systems most often appears alongside Python, LLMs, APIs, observability, vector databases.
+Where is retrieval systems most in demand?
As of 2026-08-26, the metro areas posting the most jobs requiring retrieval systems are San Francisco, New York City, London, Satakha, Seattle, according to the Skillenai jobs index.
+How can I keep up with new retrieval systems content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning retrieval systems alongside the jobs index. You can subscribe to a daily email digest of new retrieval systems content from your Skillenai account.
Weekly job postings requiring retrieval systems — last 90 days
Job titles most likely to require retrieval systems
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Engineer | 12 | 30.8% |
| Software Engineer | 9 | 23.1% |
| Product Engineer | 3 | 7.7% |
| AI Demo Engineer | 2 | 5.1% |
| Applied AI Engineer | 2 | 5.1% |
| Forward Deployed Engineer | 2 | 5.1% |
| Product Manager | 2 | 5.1% |
| AI & ML Engineer | 1 | 2.6% |
| AI Product Manager | 1 | 2.6% |
| Backend Engineer | 1 | 2.6% |
Top metros hiring for retrieval systems
| Name | Postings | Share |
|---|---|---|
| San Francisco | 7 | 17.9% |
| New York City | 6 | 15.4% |
| London | 3 | 7.7% |
| Satakha | 2 | 5.1% |
| Seattle | 2 | 5.1% |
| Sofia | 2 | 5.1% |
| Amsterdam | 1 | 2.6% |
| Athens | 1 | 2.6% |
| Los Angeles | 1 | 2.6% |
Skills commonly paired with retrieval systems
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-26. 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
- 133562e1c9a70746
- data_as_of
- 2026-08-26
- 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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