representation learning jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-04, representation learning appears in 182 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand up 8% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-04
Which roles want representation learning?
Upload your resume and Skillenai will show which roles your representation learning experience fits, which skills you already cover, and what is missing.
Want to actually learn representation learning?
Browse mentors on the Skillenai Learning Marketplace who list representation learning — learn it from someone who uses it, or trade a skill you already have.
Frequently asked questions about representation learning
+Is representation learning in demand in 2026?
Yes. representation learning appears in 182 job postings indexed by Skillenai over the 90 days ending 2026-09-04, with demand up 8% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (21% of Machine Learning Engineer postings list it).
+What jobs require representation learning?
According to the Skillenai jobs index over the 90 days ending 2026-09-04, the job titles most likely to require representation learning are Machine Learning Engineer (21% of postings list representation learning), Machine Learning Scientist (12% of postings list representation learning), Data Scientist (9% of postings list representation learning).
+What skills are commonly paired with representation learning?
Across job postings indexed by Skillenai (90 days ending 2026-09-04), representation learning most often appears alongside PyTorch, machine learning, Python, deep learning, TensorFlow.
+Where is representation learning most in demand?
As of 2026-09-04, the metro areas posting the most jobs requiring representation learning are San Francisco, New York City, San Jose, Berlin, Boston, according to the Skillenai jobs index.
+How can I keep up with new representation learning content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning representation learning alongside the jobs index. You can subscribe to a daily email digest of new representation learning content from your Skillenai account.
Weekly job postings requiring representation learning — last 90 days
Job titles most likely to require representation learning
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 39 | 21.4% |
| Machine Learning Scientist | 21 | 11.5% |
| Data Scientist | 16 | 8.8% |
| Research Scientist | 13 | 7.1% |
| Applied Scientist | 10 | 5.5% |
| AI Researcher | 8 | 4.4% |
| Head of AI Research | 6 | 3.3% |
| AI/ML Researcher | 5 | 2.7% |
| AI Engineer | 4 | 2.2% |
| AI Research Manager | 4 | 2.2% |
Top metros hiring for representation learning
| Name | Postings | Share |
|---|---|---|
| San Francisco | 17 | 9.3% |
| New York City | 9 | 4.9% |
| San Jose | 9 | 4.9% |
| Berlin | 6 | 3.3% |
| Boston | 6 | 3.3% |
| London | 6 | 3.3% |
| Seattle | 6 | 3.3% |
| Bellevue | 5 | 2.7% |
| Dublin | 5 | 2.7% |
Skills commonly paired with representation learning
Get a daily email digest of new representation learning content
Skillenai indexes news articles, blog posts, and research papers that mention representation learning. Click below and we'll open a pre-filled daily digest — change the cadence to hourly or weekly if you prefer, then save. Free account required (~30 seconds).
Explore related pages
How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-04. 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
- 5a7341ac2478e035
- data_as_of
- 2026-09-04
- 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.
Skillenai for recruiters →