tool use jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-28, tool use appears in 894 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning tool use, with demand down 16% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-28
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Frequently asked questions about tool use
+Is tool use in demand in 2026?
Yes. tool use appears in 894 job postings indexed by Skillenai over the 90 days ending 2026-09-28, with demand down 16% vs the prior 4 weeks. Software Engineer accounts for the most postings mentioning tool use (20.0% of all postings mentioning tool use).
+What jobs require tool use?
According to the Skillenai jobs index over the 90 days ending 2026-09-28, among roles with at least 20 postings, the highest shares mentioning tool use are Frontier Agents Engineer (31.8% of that role’s postings mention tool use), Agentic AI Engineer (18.3% of that role’s postings mention tool use), Forward Deployed AI Engineer (14.4% of that role’s postings mention tool use).
+What skills are commonly paired with tool use?
Across job postings indexed by Skillenai (90 days ending 2026-09-28), tool use most often appears alongside Python, observability, Retrieval, prompt engineering, TypeScript.
+Where is tool use most in demand?
As of 2026-09-28, the metro areas posting the most jobs requiring tool use are San Francisco, New York City, London, San Jose, Toronto, according to the Skillenai jobs index.
+How can I keep up with new tool use content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning tool use alongside the jobs index. You can subscribe to a daily email digest of new tool use content from your Skillenai account.
Weekly job postings requiring tool use — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Roles most likely to require tool use
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Frontier Agents Engineer | 7 | 31.8% |
| Agentic AI Engineer | 11 | 18.3% |
| Forward Deployed AI Engineer | 14 | 14.4% |
| Agent Engineer | 3 | 14.3% |
| AI/ML Scientist | 3 | 13.0% |
| Machine Learning Research Engineer | 4 | 11.8% |
| AI Product Engineer | 9 | 11.1% |
| Applied AI Scientist | 3 | 10.7% |
| Forward Deployment Engineer | 4 | 10.3% |
| Applied Value Engineer | 4 | 10.0% |
Roles with the most tool use postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 179 | 20.0% |
| AI Engineer | 109 | 12.2% |
| Product Manager | 47 | 5.3% |
| Applied AI Engineer | 31 | 3.5% |
| Machine Learning Engineer | 28 | 3.1% |
| Data Scientist | 24 | 2.7% |
| Forward Deployed Engineer | 20 | 2.2% |
| ML Engineer | 18 | 2.0% |
| Forward Deployed AI Engineer | 14 | 1.6% |
| Full Stack Engineer | 12 | 1.3% |
Top metros hiring for tool use
| Name | Postings | Share |
|---|---|---|
| San Francisco | 96 | 10.7% |
| New York City | 68 | 7.6% |
| London | 26 | 2.9% |
| San Jose | 26 | 2.9% |
| Toronto | 18 | 2.0% |
| Tel Aviv | 17 | 1.9% |
| Amsterdam | 15 | 1.7% |
| Singapore | 14 | 1.6% |
| Berlin | 13 | 1.5% |
Skills commonly paired with tool use
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-28. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning tool use by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s tool use postings by all tool use postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 859b337fbe159694
- data_as_of
- 2026-09-28
- 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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