tracking jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-28, tracking appears in 259 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 7% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-28
Which roles want tracking?
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Frequently asked questions about tracking
+Is tracking in demand in 2026?
Yes. tracking appears in 259 job postings indexed by Skillenai over the 90 days ending 2026-08-28, with demand down 7% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (13% of Machine Learning Engineer postings list it).
+What jobs require tracking?
According to the Skillenai jobs index over the 90 days ending 2026-08-28, the job titles most likely to require tracking are Machine Learning Engineer (13% of postings list tracking), Software Engineer (7% of postings list tracking), Systems Engineer (6% of postings list tracking).
+What skills are commonly paired with tracking?
Across job postings indexed by Skillenai (90 days ending 2026-08-28), tracking most often appears alongside Python, object detection, computer vision, segmentation, machine learning.
+Where is tracking most in demand?
As of 2026-08-28, the metro areas posting the most jobs requiring tracking are Woburn, Laurel, San Francisco, Mountain View, Berlin, according to the Skillenai jobs index.
+How can I keep up with new tracking content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning tracking alongside the jobs index. You can subscribe to a daily email digest of new tracking content from your Skillenai account.
Weekly job postings requiring tracking — last 90 days
Job titles most likely to require tracking
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 34 | 13.1% |
| Software Engineer | 18 | 6.9% |
| Systems Engineer | 15 | 5.8% |
| Technical Program Manager | 13 | 5.0% |
| ML Engineer | 12 | 4.6% |
| Product Manager | 12 | 4.6% |
| Computer Vision Engineer | 7 | 2.7% |
| Solutions Architect | 4 | 1.5% |
| AI Engineer | 3 | 1.2% |
| Applied Scientist | 3 | 1.2% |
Top metros hiring for tracking
| Name | Postings | Share |
|---|---|---|
| Woburn | 10 | 3.9% |
| Laurel | 8 | 3.1% |
| San Francisco | 8 | 3.1% |
| Mountain View | 7 | 2.7% |
| Berlin | 6 | 2.3% |
| New York City | 6 | 2.3% |
| South San Francisco | 5 | 1.9% |
| Ann Arbor | 4 | 1.5% |
| Boston | 4 | 1.5% |
Skills commonly paired with tracking
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-28. 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
- 6d691b8e9d08b198
- data_as_of
- 2026-08-28
- 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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