robustness jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-27, robustness appears in 66 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand up 107% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-27
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Frequently asked questions about robustness
+Is robustness in demand in 2026?
Yes. robustness appears in 66 job postings indexed by Skillenai over the 90 days ending 2026-08-27, with demand up 107% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (14% of Machine Learning Engineer postings list it).
+What jobs require robustness?
According to the Skillenai jobs index over the 90 days ending 2026-08-27, the job titles most likely to require robustness are Machine Learning Engineer (14% of postings list robustness), Applied Researcher (9% of postings list robustness), ML Engineer (9% of postings list robustness).
+What skills are commonly paired with robustness?
Across job postings indexed by Skillenai (90 days ending 2026-08-27), robustness most often appears alongside machine learning, PyTorch, Python, deep learning, Reinforcement learning.
+Where is robustness most in demand?
As of 2026-08-27, the metro areas posting the most jobs requiring robustness are London, Mountain View, New York City, San Francisco, Bellevue, according to the Skillenai jobs index.
+How can I keep up with new robustness content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning robustness alongside the jobs index. You can subscribe to a daily email digest of new robustness content from your Skillenai account.
Weekly job postings requiring robustness — last 90 days
Job titles most likely to require robustness
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 9 | 13.6% |
| Applied Researcher | 6 | 9.1% |
| ML Engineer | 6 | 9.1% |
| Engineering Manager | 3 | 4.5% |
| Research Scientist | 3 | 4.5% |
| Researcher | 3 | 4.5% |
| AI Researcher | 2 | 3.0% |
| AI Scientist | 2 | 3.0% |
| Data Scientist | 2 | 3.0% |
| Machine Learning Researcher | 2 | 3.0% |
Top metros hiring for robustness
| Name | Postings | Share |
|---|---|---|
| London | 4 | 6.1% |
| Mountain View | 4 | 6.1% |
| New York City | 4 | 6.1% |
| San Francisco | 3 | 4.5% |
| Bellevue | 2 | 3.0% |
| Boston | 2 | 3.0% |
| Livermore | 2 | 3.0% |
| Paris | 2 | 3.0% |
| San Jose | 2 | 3.0% |
Skills commonly paired with robustness
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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
- 16359e432f7793b7
- 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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