model architectures jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-10-07, model architectures appears in 95 job postings indexed by Skillenai over the past 90 days — Research Scientist has the most postings mentioning model architectures.
Last updated · 90d ending 2026-10-07
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Frequently asked questions about model architectures
+Is model architectures in demand in 2026?
Yes. model architectures appears in 95 job postings indexed by Skillenai over the 90 days ending 2026-10-07. Research Scientist accounts for the most postings mentioning model architectures (15.8% of all postings mentioning model architectures).
+What jobs require model architectures?
According to the Skillenai jobs index over the 90 days ending 2026-10-07, among roles with at least 20 postings, the highest shares mentioning model architectures are ML Researcher (6.7% of that role’s postings mention model architectures), Postdoctoral Researcher (4.5% of that role’s postings mention model architectures), AI Research Engineer (4.3% of that role’s postings mention model architectures).
+What skills are commonly paired with model architectures?
Across job postings indexed by Skillenai (90 days ending 2026-10-07), model architectures most often appears alongside machine learning, Python, PyTorch, deep learning, Reinforcement learning.
+Where is model architectures most in demand?
As of 2026-10-07, the metro areas posting the most jobs requiring model architectures are Sunnyvale, San Francisco, New York City, London, Mountain View, according to the Skillenai jobs index.
+How can I keep up with new model architectures content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning model architectures alongside the jobs index. You can subscribe to a daily email digest of new model architectures content from your Skillenai account.
+Which skills come before and after model architectures?
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 model architectures — last 90 days
Career paths around model architectures
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before model architectures
Skills after model architectures
No published outgoing skill pairs yet.
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: spark | 1 |
| Before: ETL pipelines | 1 |
| Before: content-based filtering | 1 |
| Before: DBScan | 1 |
| Before: Power BI | 1 |
| Before: visualization dashboards | 1 |
| Before: sql | 1 |
| Before: SQL statements | 1 |
Roles most likely to require model architectures
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| ML Researcher | 2 | 6.7% |
| Postdoctoral Researcher | 1 | 4.5% |
| AI Research Engineer | 4 | 4.3% |
| Perception Engineer | 1 | 4.0% |
| Machine Learning Engineering Manager | 2 | 3.2% |
| Machine Learning Researcher | 1 | 3.0% |
| ML Research Engineer | 1 | 2.0% |
| Research Scientist | 15 | 1.7% |
| Applied Scientist | 4 | 1.7% |
| AI Consultant | 1 | 1.2% |
Roles with the most model architectures postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Research Scientist | 15 | 15.8% |
| Machine Learning Engineer | 12 | 12.6% |
| Software Engineer | 7 | 7.4% |
| Data Scientist | 6 | 6.3% |
| Research Engineer | 6 | 6.3% |
| AI Research Engineer | 4 | 4.2% |
| Applied Scientist | 4 | 4.2% |
| AI Engineer | 2 | 2.1% |
| Applied AI Specialist | 2 | 2.1% |
| GTM Lead | 2 | 2.1% |
Top companies posting jobs requiring model architectures
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Wayve | 8 |
| Standard Bots | 4 |
| Biohub | 4 |
| Bjakcareer | 4 |
| 3 | |
| Deepgram | 3 |
| Graphcore | 3 |
| CrowdStrike | 3 |
| Google DeepMind | 2 |
| Upstart | 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 model architectures
| Name | Postings | Share |
|---|---|---|
| Sunnyvale | 8 | 8.4% |
| San Francisco | 7 | 7.4% |
| New York City | 6 | 6.3% |
| London | 4 | 4.2% |
| Mountain View | 4 | 4.2% |
| Redwood City | 2 | 2.1% |
| Singapore | 2 | 2.1% |
| Amsterdam | 1 | 1.1% |
| Atlanta | 1 | 1.1% |
Skills commonly paired with model architectures
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-10-07. 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 model architectures by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s model architectures postings by all model architectures 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
- 1dca46de12297eed
- data_as_of
- 2026-10-07
- 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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