pattern recognition jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-30, pattern recognition appears in 118 job postings indexed by Skillenai over the past 90 days — Data Scientist has the most postings mentioning pattern recognition.
Last updated · 90d ending 2026-09-30
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Frequently asked questions about pattern recognition
+Is pattern recognition in demand in 2026?
Yes. pattern recognition appears in 118 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Data Scientist accounts for the most postings mentioning pattern recognition (12.7% of all postings mentioning pattern recognition).
+What jobs require pattern recognition?
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 pattern recognition are Applied AI Architect (5.3% of that role’s postings mention pattern recognition), AI Operations Engineer (3.1% of that role’s postings mention pattern recognition), VP of Engineering (2.9% of that role’s postings mention pattern recognition).
+What skills are commonly paired with pattern recognition?
Across job postings indexed by Skillenai (90 days ending 2026-09-30), pattern recognition most often appears alongside Python, machine learning, SQL, anomaly detection, Data Mining.
+Where is pattern recognition most in demand?
As of 2026-09-30, the metro areas posting the most jobs requiring pattern recognition are Hyderabad, New York City, Barcelona, Laurel, San Francisco, according to the Skillenai jobs index.
+How can I keep up with new pattern recognition content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning pattern recognition alongside the jobs index. You can subscribe to a daily email digest of new pattern recognition content from your Skillenai account.
+Which skills come before and after pattern recognition?
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 pattern recognition — last 90 days
Career paths around pattern recognition
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before pattern recognition
Skills after pattern recognition
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: Java Design Patterns | 1 |
| Before: optimization | 1 |
| Before: Data Mining | 1 |
| Before: predictive analytics | 1 |
| Before: Intelligence reporting | 1 |
| Before: python | 1 |
| Before: data storage | 1 |
| Before: artificial intelligence (AI) | 1 |
| After: sql | 3 |
| After: Power BI | 3 |
| After: R | 2 |
| After: AWS Lex | 2 |
| After: React | 2 |
| After: Wiki access | 1 |
| After: text extraction | 1 |
| After: accessibility | 1 |
Roles most likely to require pattern recognition
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Applied AI Architect | 4 | 5.3% |
| AI Operations Engineer | 1 | 3.1% |
| VP of Engineering | 1 | 2.9% |
| AI Systems Engineer | 1 | 2.2% |
| Quantitative Researcher | 3 | 1.7% |
| AI Automation Engineer | 1 | 1.3% |
| UX Researcher | 2 | 1.0% |
| AI/ML Engineer | 3 | 0.9% |
| Applied Scientist | 2 | 0.8% |
| Analyst | 1 | 0.7% |
Roles with the most pattern recognition postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Data Scientist | 15 | 12.7% |
| Software Engineer | 8 | 6.8% |
| Product Manager | 6 | 5.1% |
| Fincrime Analyst | 5 | 4.2% |
| AI Engineer | 4 | 3.4% |
| Applied AI Architect | 4 | 3.4% |
| Monitoring & Oversight Analyst | 4 | 3.4% |
| AI/ML Engineer | 3 | 2.5% |
| Data Analyst | 3 | 2.5% |
| Quantitative Researcher | 3 | 2.5% |
Top companies posting jobs requiring pattern recognition
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Satispay | 12 |
| Workato | 8 |
| Johns Hopkins Applied Physics Laboratory | 5 |
| Braze | 4 |
| GeVernova | 3 |
| Meta | 3 |
| CACI | 2 |
| Rowspace | 2 |
| Schonfeld | 2 |
| Gartner | 2 |
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 pattern recognition
| Name | Postings | Share |
|---|---|---|
| Hyderabad | 7 | 5.9% |
| New York City | 7 | 5.9% |
| Barcelona | 5 | 4.2% |
| Laurel | 5 | 4.2% |
| San Francisco | 4 | 3.4% |
| Amsterdam | 3 | 2.5% |
| Arlington | 3 | 2.5% |
| Singapore | 3 | 2.5% |
| Sunnyvale | 3 | 2.5% |
Skills commonly paired with pattern recognition
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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 pattern recognition by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s pattern recognition postings by all pattern recognition 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
- 8d8bb42b65095170
- 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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