PEFT jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-30, PEFT appears in 17 job postings indexed by Skillenai over the past 90 days — most often required for AI/ML Architect roles.
Last updated · 90d ending 2026-08-30
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Frequently asked questions about PEFT
+Is PEFT in demand in 2026?
Yes. PEFT appears in 17 job postings indexed by Skillenai over the 90 days ending 2026-08-30. It is most often required for AI/ML Architect roles (29% of AI/ML Architect postings list it).
+What jobs require PEFT?
According to the Skillenai jobs index over the 90 days ending 2026-08-30, the job titles most likely to require PEFT are AI/ML Architect (29% of postings list PEFT), AI/ML Engineering Manager (24% of postings list PEFT), AI Researcher (18% of postings list PEFT).
+What skills are commonly paired with PEFT?
Across job postings indexed by Skillenai (90 days ending 2026-08-30), PEFT most often appears alongside LoRA, RLHF, fine-tuning, QLoRA, DPO.
+Where is PEFT most in demand?
As of 2026-08-30, the metro areas posting the most jobs requiring PEFT are La Argentina, Little Canada, London, Mexico City, San Francisco, according to the Skillenai jobs index.
+How can I keep up with new PEFT content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning PEFT alongside the jobs index. You can subscribe to a daily email digest of new PEFT content from your Skillenai account.
Weekly job postings requiring PEFT — last 90 days
Job titles most likely to require PEFT
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI/ML Architect | 5 | 29.4% |
| AI/ML Engineering Manager | 4 | 23.5% |
| AI Researcher | 3 | 17.6% |
| Data Scientist | 2 | 11.8% |
| AI Engineer | 1 | 5.9% |
| Developer Relations Engineer | 1 | 5.9% |
| Research Scientist | 1 | 5.9% |
Top metros hiring for PEFT
| Name | Postings | Share |
|---|---|---|
| La Argentina | 2 | 11.8% |
| Little Canada | 2 | 11.8% |
| London | 2 | 11.8% |
| Mexico City | 2 | 11.8% |
| San Francisco | 2 | 11.8% |
| Washington | 2 | 11.8% |
| Bochum | 1 | 5.9% |
| Brazil | 1 | 5.9% |
| Geneva | 1 | 5.9% |
Skills commonly paired with PEFT
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-30. 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
- 02c479b19fafc1d1
- data_as_of
- 2026-08-30
- 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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