proof of concept jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-11-05, proof of concept appears in 283 job postings indexed by Skillenai over the past 90 days — Solutions Architect has the most postings mentioning proof of concept, with demand share up 25.1% vs the prior 4 weeks.
Last updated · 90d ending 2026-11-05
Which roles want proof of concept?
Upload your resume and Skillenai will show which roles your proof of concept experience fits, which skills you already cover, and what is missing.
Frequently asked questions about proof of concept
+Is proof of concept in demand in 2026?
Yes. proof of concept appears in 283 job postings indexed by Skillenai over the 90 days ending 2026-11-05. Solutions Architect accounts for the most postings mentioning proof of concept (23.7% of all postings mentioning proof of concept).
+What jobs require proof of concept?
According to the Skillenai jobs index over the 90 days ending 2026-11-05, among roles with at least 20 postings, the highest shares mentioning proof of concept are Sales Executive (8.5% of that role’s postings mention proof of concept), AI Tech Architect (5.0% of that role’s postings mention proof of concept), Account Executive (5.0% 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 2026-11-05), proof of concept most often appears alongside cloud computing, Python, solution architecture, AWS, DevSecOps.
+Where is proof of concept most in demand?
As of 2026-11-05, the metro areas posting the most jobs requiring proof of concept are London, New York City, Singapore, Stockholm, Atlanta, 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 | 3 |
| Before: ETL | 2 |
| Before: data warehousing | 2 |
| Before: quantitative and qualitative data analysis | 1 |
| Before: Carrier Ethernet | 1 |
| Before: BGP | 1 |
| Before: advanced plan vehicle routing schedules | 1 |
| After: terraform | 2 |
| After: Microservices | 2 |
| After: product backlog | 2 |
| After: sql | 2 |
| After: data analysis | 2 |
| After: CI/CD pipelines | 2 |
| After: Guard Duty | 1 |
| After: JNJ Instantis | 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 |
|---|---|---|
| Sales Executive | 4 | 8.5% |
| AI Tech Architect | 1 | 5.0% |
| Account Executive | 1 | 5.0% |
| Product Management Director | 1 | 4.8% |
| Design Program Manager | 1 | 4.3% |
| Solution Engineering Manager | 1 | 4.3% |
| Cloud Solution Architect | 3 | 4.1% |
| Sales Engineer | 1 | 3.8% |
| AI Solution Engineer | 1 | 2.9% |
| Solutions Engineer | 2 | 2.8% |
Roles with the most proof of concept postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Solutions Architect | 67 | 23.7% |
| Solution Architect | 28 | 9.9% |
| Product Manager | 12 | 4.2% |
| Systems Engineer | 11 | 3.9% |
| Software Engineer | 8 | 2.8% |
| DevOps Engineer | 7 | 2.5% |
| Applied AI Engineer | 6 | 2.1% |
| Data Scientist | 5 | 1.8% |
| Software Architect | 5 | 1.8% |
| Solution Engineer | 5 | 1.8% |
Top companies posting jobs requiring proof of concept
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Gitlab | 28 |
| Microsoft | 13 |
| NetLimiter | 10 |
| Anthropic | 6 |
| Cloudflare | 6 |
| Mastercard | 4 |
| Veeam | 4 |
| NielsenIQ | 4 |
| Sopra Steria | 4 |
| Lacework | 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 proof of concept
| Name | Postings | Share |
|---|---|---|
| London | 9 | 3.2% |
| New York City | 7 | 2.5% |
| Singapore | 5 | 1.8% |
| Stockholm | 5 | 1.8% |
| Atlanta | 4 | 1.4% |
| Chicago | 4 | 1.4% |
| Paris | 4 | 1.4% |
| Hyderabad | 3 | 1.1% |
| Kuala Lumpur | 3 | 1.1% |
Skills commonly paired with proof of concept
Explore related pages
How this was computed
Weekly job-count charts omit the incomplete current week (weeks start Monday, UTC). Totals include all postings in the stated window. Counts derive from the Skillenai jobs index over the 90 days ending 2026-11-05. 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). 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 2,472 identified employers and covers 71% of earlier and 70% of latest indexed postings. Windows: 2026-07-07 to 2026-10-05 and 2026-08-04 to 2026-11-02 (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
- 2a641d98b89c789e
- data_as_of
- 2026-11-05
- window_days
- 90