knowledge representation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-27, knowledge representation appears in 4 job postings indexed by Skillenai over the past 90 days — most often required for AI Architect roles.
Last updated · 90d ending 2026-08-27
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Frequently asked questions about knowledge representation
+Is knowledge representation in demand in 2026?
Yes. knowledge representation appears in 4 job postings indexed by Skillenai over the 90 days ending 2026-08-27. It is most often required for AI Architect roles (25% of AI Architect postings list it).
+What jobs require knowledge representation?
According to the Skillenai jobs index over the 90 days ending 2026-08-27, the job titles most likely to require knowledge representation are AI Architect (25% of postings list knowledge representation), Clinical AI Intern (25% of postings list knowledge representation), Machine Learning Engineer (25% of postings list knowledge representation).
+What skills are commonly paired with knowledge representation?
Across job postings indexed by Skillenai (90 days ending 2026-08-27), knowledge representation most often appears alongside retrieval, Evaluation, machine learning, agentic AI, indexing.
+Where is knowledge representation most in demand?
As of 2026-08-27, the metro areas posting the most jobs requiring knowledge representation are London, New York City, Toronto, according to the Skillenai jobs index.
+How can I keep up with new knowledge representation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning knowledge representation alongside the jobs index. You can subscribe to a daily email digest of new knowledge representation content from your Skillenai account.
Weekly job postings requiring knowledge representation — last 90 days
Job titles most likely to require knowledge representation
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Architect | 1 | 25.0% |
| Clinical AI Intern | 1 | 25.0% |
| Machine Learning Engineer | 1 | 25.0% |
| Software Engineer | 1 | 25.0% |
Top metros hiring for knowledge representation
| Name | Postings | Share |
|---|---|---|
| London | 1 | 25.0% |
| New York City | 1 | 25.0% |
| Toronto | 1 | 25.0% |
Skills commonly paired with knowledge representation
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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
- beeeea450c38156b
- 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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