production code jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-30, production code appears in 225 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning production code, with demand share up 16.3% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-30
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Frequently asked questions about production code
+Is production code in demand in 2026?
Yes. production code appears in 225 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Software Engineer accounts for the most postings mentioning production code (22.7% of all postings mentioning production code).
+What jobs require production code?
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 production code are Technical Lead Manager (6.9% of that role’s postings mention production code), CTO (6.8% of that role’s postings mention production code), Founding AI Engineer (4.8% of that role’s postings mention production code).
+What skills are commonly paired with production code?
Across job postings indexed by Skillenai (90 days ending 2026-09-30), production code most often appears alongside Python, observability, machine learning, AWS, Distributed systems.
+Where is production code most in demand?
As of 2026-09-30, the metro areas posting the most jobs requiring production code are San Francisco, New York City, London, Reykjavík, Seattle, according to the Skillenai jobs index.
+How can I keep up with new production code content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning production code alongside the jobs index. You can subscribe to a daily email digest of new production code content from your Skillenai account.
+Which skills come before and after production code?
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 production code — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Career paths around production code
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before production code
Skills after production code
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: digital clusters | 1 |
| Before: Center Stack software modeling (Production code) | 1 |
| Before: build job preparation | 1 |
| Before: Strategic and tactical product planning | 1 |
| Before: LOAM | 1 |
| Before: weighted key features | 1 |
| Before: test environments | 1 |
| Before: process development and improvement | 1 |
| After: test methodology | 1 |
| After: Windows | 1 |
| After: browser-based applications | 1 |
| After: UAV vision-language navigation | 1 |
| After: Qt/QML | 1 |
| After: POS applications | 1 |
| After: instance information | 1 |
| After: status reports | 1 |
Roles most likely to require production code
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Technical Lead Manager | 2 | 6.9% |
| CTO | 3 | 6.8% |
| Founding AI Engineer | 1 | 4.8% |
| Quantitative Risk Analyst | 1 | 4.5% |
| Tech Lead Manager | 1 | 4.5% |
| Software Engineer, Backend | 1 | 4.2% |
| AI Product Designer | 1 | 4.0% |
| Engineering Team Lead | 1 | 4.0% |
| AI Engineering Intern | 1 | 3.8% |
| Applied Research Scientist | 1 | 3.8% |
Roles with the most production code postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 51 | 22.7% |
| Product Designer | 16 | 7.1% |
| Forward Deployed Engineer | 15 | 6.7% |
| Engineering Manager | 14 | 6.2% |
| Data Scientist | 7 | 3.1% |
| Security Engineer | 7 | 3.1% |
| Machine Learning Engineer | 6 | 2.7% |
| Threat & Attack Research Engineer | 6 | 2.7% |
| Backend Software Engineer | 5 | 2.2% |
| AI Engineer | 4 | 1.8% |
Top companies posting jobs requiring production code
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| HubSpot | 9 |
| Shift Technology | 8 |
| Zen Educate | 6 |
| Asana | 6 |
| Anduril Industries | 6 |
| StackAdapt | 4 |
| Anthropic | 4 |
| CLERA | 4 |
| Komodo Health | 4 |
| Cisco | 4 |
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 production code
| Name | Postings | Share |
|---|---|---|
| San Francisco | 23 | 10.2% |
| New York City | 19 | 8.4% |
| London | 12 | 5.3% |
| Reykjavík | 6 | 2.7% |
| Seattle | 6 | 2.7% |
| Toronto | 5 | 2.2% |
| Bengaluru | 3 | 1.3% |
| Boston | 3 | 1.3% |
| Chicago | 3 | 1.3% |
Skills commonly paired with production code
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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 production code by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s production code postings by all production code 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: 0.1% to 0.1%. 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
- 7da8e4567e64987b
- 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.
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