tooling jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-30, tooling appears in 431 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning tooling, with demand share down 0.6% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-30
Which roles want tooling?
Upload your resume and Skillenai will show which roles your tooling experience fits, which skills you already cover, and what is missing.
Prepare to discuss tooling in your interview
We’re building mock interviews informed by job postings and career profiles, to help you explain how you’ve used tooling.
Frequently asked questions about tooling
+Is tooling in demand in 2026?
Yes. tooling appears in 431 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Software Engineer accounts for the most postings mentioning tooling (23.4% of all postings mentioning tooling).
+What jobs require tooling?
According to the Skillenai jobs index over the 90 days ending 2026-09-30, among roles with at least 20 postings, the highest shares mentioning tooling are Agent Strategist (13.8% of that role’s postings mention tooling), Industrial Engineer (9.5% of that role’s postings mention tooling), Manufacturing Engineering Manager (9.4% of that role’s postings mention tooling).
+What skills are commonly paired with tooling?
Across job postings indexed by Skillenai (90 days ending 2026-09-30), tooling most often appears alongside automation, Python, observability, Distributed systems, APIs.
+Where is tooling most in demand?
As of 2026-09-30, the metro areas posting the most jobs requiring tooling are San Francisco, New York City, Seattle, London, Paris, according to the Skillenai jobs index.
+How can I keep up with new tooling content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning tooling alongside the jobs index. You can subscribe to a daily email digest of new tooling content from your Skillenai account.
+Which skills come before and after tooling?
The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.
Weekly indexed postings requiring tooling — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Career paths around tooling
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before tooling
Skills after tooling
How to read this chart · view counts
Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.
The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.
Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.
| Connection | Moves |
|---|---|
| Before: social media | 1 |
| Before: standardized processes | 1 |
| Before: testing | 1 |
| Before: PHP | 1 |
| Before: MYSQL | 1 |
| Before: forum website | 1 |
| Before: bill of materials | 1 |
| Before: manufacturing test | 1 |
| After: usability testing | 1 |
| After: custom tasks | 1 |
| After: Splunk ES | 1 |
| After: release planning | 1 |
| After: SentinelOne | 1 |
| After: schematics | 1 |
| After: python | 1 |
| After: dependencies management | 1 |
Roles most likely to require tooling
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Agent Strategist | 4 | 13.8% |
| Industrial Engineer | 2 | 9.5% |
| Manufacturing Engineering Manager | 5 | 9.4% |
| AI Deployment Lead | 2 | 8.7% |
| AI Enablement Lead | 2 | 7.1% |
| Manufacturing Engineer | 2 | 6.7% |
| Platform Engineering Director | 1 | 5.0% |
| Production Program Manager | 1 | 5.0% |
| GRC Engineer | 1 | 4.5% |
| Tech Lead Manager | 1 | 4.5% |
Roles with the most tooling postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 101 | 23.4% |
| Engineering Manager | 48 | 11.1% |
| Technical Program Manager | 20 | 4.6% |
| Security Engineer | 10 | 2.3% |
| Site Reliability Engineer | 10 | 2.3% |
| Product Manager | 9 | 2.1% |
| Program Manager | 7 | 1.6% |
| DevOps Engineer | 5 | 1.2% |
| Full Stack Engineer | 5 | 1.2% |
| Machine Learning Engineer | 5 | 1.2% |
Top companies posting jobs requiring tooling
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Stripe | 13 |
| Anthropic | 11 |
| Grafana Labs | 8 |
| Wayve | 7 |
| Whoop | 7 |
| OpenAI | 6 |
| Render | 6 |
| Mozilla | 6 |
| SpaceX | 6 |
| Spotify | 5 |
Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.
Top metros hiring for tooling
| Name | Postings | Share |
|---|---|---|
| San Francisco | 38 | 8.8% |
| New York City | 26 | 6.0% |
| Seattle | 12 | 2.8% |
| London | 11 | 2.6% |
| Paris | 10 | 2.3% |
| Boston | 7 | 1.6% |
| Bastrop | 6 | 1.4% |
| Dublin | 6 | 1.4% |
| Singapore | 6 | 1.4% |
Skills commonly paired with tooling
Get a daily email digest of new tooling content
Skillenai indexes news articles, blog posts, and research papers that mention tooling. Click below and we'll open a pre-filled daily digest — change the cadence to hourly or weekly if you prefer, then save. Free account required (~30 seconds).
Explore related pages
How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-30. 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 tooling by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s tooling postings by all tooling 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). Adjusted posting share: 0.2% to 0.2%. Demand share change is the relative percentage change between these adjusted shares. Each employer-and-ATS group has at least 10 postings in each 90-day window; its earlier posting count supplies the same weight in both windows. The panel includes 2,595 identified employers and covers 68% of earlier and 72% of latest indexed postings. Windows: 2026-06-02 to 2026-08-31 and 2026-06-30 to 2026-09-28 (UTC; end dates excluded). The windows overlap by 62 days. Dates reflect indexing, not the employer’s posting date. This measures posting mix, not total hiring or market-wide demand. Matching excludes entrants and exits; changes in crawl completeness within an employer or ATS can still affect the result.
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 0aab80ab0a25fe6c
- data_as_of
- 2026-09-30
- 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.
Skillenai for recruiters →