structured outputs jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, structured outputs appears in 158 job postings indexed by Skillenai over the past 90 days — most often required for AI Engineer roles, with demand down 29% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about structured outputs
+Is structured outputs in demand in 2026?
Yes. structured outputs appears in 158 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 29% vs the prior 4 weeks. It is most often required for AI Engineer roles (18% of AI Engineer postings list it).
+What jobs require structured outputs?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require structured outputs are AI Engineer (18% of postings list structured outputs), Software Engineer (13% of postings list structured outputs), Machine Learning Engineer (3% of postings list structured outputs).
+What skills are commonly paired with structured outputs?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), structured outputs most often appears alongside Python, prompt engineering, tool use, observability, LLMs.
+Where is structured outputs most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring structured outputs are San Francisco, New York City, Bengaluru, Toronto, Poland, according to the Skillenai jobs index.
+How can I keep up with new structured outputs content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning structured outputs alongside the jobs index. You can subscribe to a daily email digest of new structured outputs content from your Skillenai account.
Weekly job postings requiring structured outputs — last 90 days
Job titles most likely to require structured outputs
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Engineer | 29 | 18.4% |
| Software Engineer | 20 | 12.7% |
| Machine Learning Engineer | 5 | 3.2% |
| AI Automation & Insights Analyst | 4 | 2.5% |
| Backend Engineer | 4 | 2.5% |
| Data Scientist | 4 | 2.5% |
| AI Backend Engineer | 3 | 1.9% |
| AI Software Engineer | 3 | 1.9% |
| Applied AI Engineer | 3 | 1.9% |
| Embedded AI Engineer | 3 | 1.9% |
Top metros hiring for structured outputs
| Name | Postings | Share |
|---|---|---|
| San Francisco | 24 | 36.4% |
| New York City | 13 | 19.7% |
| Bengaluru | 7 | 10.6% |
| Toronto | 6 | 9.1% |
| Poland | 4 | 6.1% |
| Bellevue | 3 | 4.5% |
| Sunnyvale | 3 | 4.5% |
| Sydney | 3 | 4.5% |
| Union | 3 | 4.5% |
Skills commonly paired with structured outputs
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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
- ed461e376a3569b9
- 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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