physics-based modeling jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-27, physics-based modeling appears in 5 job postings indexed by Skillenai over the past 90 days — most often required for Warfighting Systems Analyst roles.
Last updated · 90d ending 2026-08-27
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Frequently asked questions about physics-based modeling
+Is physics-based modeling in demand in 2026?
Yes. physics-based modeling appears in 5 job postings indexed by Skillenai over the 90 days ending 2026-08-27. It is most often required for Warfighting Systems Analyst roles (40% of Warfighting Systems Analyst postings list it).
+What jobs require physics-based modeling?
According to the Skillenai jobs index over the 90 days ending 2026-08-27, the job titles most likely to require physics-based modeling are Warfighting Systems Analyst (40% of postings list physics-based modeling), Applied AI Engineer (20% of postings list physics-based modeling), Modeling, Simulation & Analysis Engineer (20% of postings list physics-based modeling).
+What skills are commonly paired with physics-based modeling?
Across job postings indexed by Skillenai (90 days ending 2026-08-27), physics-based modeling most often appears alongside Python, systems engineering, C++, trade-space analysis, crawler.
+Where is physics-based modeling most in demand?
As of 2026-08-27, the metro areas posting the most jobs requiring physics-based modeling are Costa Mesa, Los Angeles, Quincy, Waltham, according to the Skillenai jobs index.
+How can I keep up with new physics-based modeling content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning physics-based modeling alongside the jobs index. You can subscribe to a daily email digest of new physics-based modeling content from your Skillenai account.
Weekly job postings requiring physics-based modeling — last 90 days
Job titles most likely to require physics-based modeling
| Role | Postings mentioning | % requiring |
|---|---|---|
| Warfighting Systems Analyst | 2 | 40.0% |
| Applied AI Engineer | 1 | 20.0% |
| Modeling, Simulation & Analysis Engineer | 1 | 20.0% |
| Systems Engineer | 1 | 20.0% |
Top metros hiring for physics-based modeling
| Name | Postings | Share |
|---|---|---|
| Costa Mesa | 2 | 40.0% |
| Los Angeles | 1 | 20.0% |
| Quincy | 1 | 20.0% |
| Waltham | 1 | 20.0% |
Skills commonly paired with physics-based modeling
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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
- c9f3ce9c92a69de2
- 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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