proof of concept jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-10-15, proof of concept appears in 209 job postings indexed by Skillenai over the past 90 days — Solutions Architect has the most postings mentioning proof of concept.
Last updated · 90d ending 2026-10-15
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Frequently asked questions about proof of concept
+Is proof of concept in demand in 2026?
Yes. proof of concept appears in 209 job postings indexed by Skillenai over the 90 days ending 2026-10-15. Solutions Architect accounts for the most postings mentioning proof of concept (23.0% of all postings mentioning proof of concept).
+What jobs require proof of concept?
According to the Skillenai jobs index over the 90 days ending 2026-10-15, among roles with at least 20 postings, the highest shares mentioning proof of concept are Solutions Architect Manager (8.7% of that role’s postings mention proof of concept), AI Deployment Engineer (5.3% of that role’s postings mention proof of concept), AI Solution Engineer (4.3% of that role’s postings mention proof of concept).
+What skills are commonly paired with proof of concept?
Across job postings indexed by Skillenai (90 days ending 2026-10-15), proof of concept most often appears alongside security, Python, solution design, continuous deployment, Continuous integration.
+Where is proof of concept most in demand?
As of 2026-10-15, the metro areas posting the most jobs requiring proof of concept are London, New York City, Atlanta, Kuala Lumpur, Lisbon, according to the Skillenai jobs index.
+How can I keep up with new proof of concept content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning proof of concept alongside the jobs index. You can subscribe to a daily email digest of new proof of concept content from your Skillenai account.
+Which skills come before and after proof of concept?
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 proof of concept — last 90 days
Career paths around proof of concept
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before proof of concept
Skills after proof of concept
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: python | 3 |
| Before: sql | 2 |
| Before: quantitative and qualitative data analysis | 1 |
| Before: Carrier Ethernet | 1 |
| Before: BGP | 1 |
| Before: advanced plan vehicle routing schedules | 1 |
| Before: testing | 1 |
| Before: google | 1 |
| After: Microservices | 2 |
| After: product backlog | 2 |
| After: terraform | 2 |
| After: sql | 2 |
| After: CI/CD pipelines | 2 |
| After: Guard Duty | 1 |
| After: JNJ Instantis | 1 |
| After: standards | 1 |
Roles most likely to require proof of concept
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Solutions Architect Manager | 2 | 8.7% |
| AI Deployment Engineer | 2 | 5.3% |
| AI Solution Engineer | 1 | 4.3% |
| Design Program Manager | 1 | 4.2% |
| Product Management Director | 1 | 4.0% |
| Sales Executive | 1 | 3.8% |
| AI Tech Architect | 1 | 3.6% |
| AI Transformation Director | 1 | 3.3% |
| SAP Solution Architect | 1 | 2.6% |
| Domain Architect | 1 | 2.6% |
Roles with the most proof of concept postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Solutions Architect | 48 | 23.0% |
| Solution Architect | 17 | 8.1% |
| Product Manager | 9 | 4.3% |
| Software Engineer | 8 | 3.8% |
| DevOps Engineer | 7 | 3.3% |
| Applied AI Engineer | 6 | 2.9% |
| Solution Engineer | 6 | 2.9% |
| Data Scientist | 5 | 2.4% |
| Software Architect | 5 | 2.4% |
| AI Engineer | 4 | 1.9% |
Top companies posting jobs requiring proof of concept
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Gitlab | 24 |
| NetLimiter | 7 |
| Anthropic | 6 |
| Microsoft | 6 |
| Mastercard | 4 |
| NielsenIQ | 4 |
| Sopra Steria | 4 |
| Cloudflare | 4 |
| Databricks | 3 |
| Inetum | 3 |
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 proof of concept
| Name | Postings | Share |
|---|---|---|
| London | 8 | 3.8% |
| New York City | 6 | 2.9% |
| Atlanta | 5 | 2.4% |
| Kuala Lumpur | 4 | 1.9% |
| Lisbon | 4 | 1.9% |
| Stockholm | 4 | 1.9% |
| Chicago | 3 | 1.4% |
| Hyderabad | 3 | 1.4% |
| Montréal | 3 | 1.4% |
Skills commonly paired with proof of concept
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-10-15. 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 proof of concept by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s proof of concept postings by all proof of concept 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). An adjusted trend is not shown because comparable posting coverage is insufficient.
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 2a641d98b89c789e
- data_as_of
- 2026-10-15
- 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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