data augmentation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-26, data augmentation appears in 10 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles.
Last updated · 90d ending 2026-08-26
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Frequently asked questions about data augmentation
+Is data augmentation in demand in 2026?
Yes. data augmentation appears in 10 job postings indexed by Skillenai over the 90 days ending 2026-08-26. It is most often required for Machine Learning Engineer roles (20% of Machine Learning Engineer postings list it).
+What jobs require data augmentation?
According to the Skillenai jobs index over the 90 days ending 2026-08-26, the job titles most likely to require data augmentation are Machine Learning Engineer (20% of postings list data augmentation), AI Engineer (10% of postings list data augmentation), Applied Scientist (10% of postings list data augmentation).
+What skills are commonly paired with data augmentation?
Across job postings indexed by Skillenai (90 days ending 2026-08-26), data augmentation most often appears alongside PyTorch, Python, TensorFlow, Data preprocessing, CI/CD.
+Where is data augmentation most in demand?
As of 2026-08-26, the metro areas posting the most jobs requiring data augmentation are London, Mountain View, New York City, San Francisco, Shenzhen, according to the Skillenai jobs index.
+How can I keep up with new data augmentation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning data augmentation alongside the jobs index. You can subscribe to a daily email digest of new data augmentation content from your Skillenai account.
Weekly job postings requiring data augmentation — last 90 days
Job titles most likely to require data augmentation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 2 | 20.0% |
| AI Engineer | 1 | 10.0% |
| Applied Scientist | 1 | 10.0% |
| Computer Vision Engineer | 1 | 10.0% |
| Computer Vision Scientist | 1 | 10.0% |
| Embedded ML Engineer | 1 | 10.0% |
| ML Engineer | 1 | 10.0% |
| Research Scientist | 1 | 10.0% |
| Software Engineer | 1 | 10.0% |
Top metros hiring for data augmentation
| Name | Postings | Share |
|---|---|---|
| London | 1 | 10.0% |
| Mountain View | 1 | 10.0% |
| New York City | 1 | 10.0% |
| San Francisco | 1 | 10.0% |
| Shenzhen | 1 | 10.0% |
| Washington | 1 | 10.0% |
Skills commonly paired with data augmentation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-26. 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
- 5f29ca0ab17e41f9
- data_as_of
- 2026-08-26
- 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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