Which roles ask for Model Deployment at tech companies · 36 roles · 90 days to Oct 7, 2026
Updated
36 roles counted that list Model Deployment, one per company, title and level; 106 postings in the window.
This page opens in search once it reaches 50 roles in 90 days.
In short
Model Deployment: listed in 36 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 18 and preferred in 18. The largest group is data scientist roles: 12 of 36.
- Required
- 18 of 36
- Of the roles that list Model Deployment
- Preferred
- 18 of 36
- Of the roles that list Model Deployment
- Largest group
- 12 of 36
- Data scientist
Roles that ask for Model Deployment
Roles listing Model Deployment, by title family. Where the role has a page, the count is also out of that role's roles whose requirements we read.
| Role | Roles | Of the role's roles we read |
|---|---|---|
| Data scientist | 12 | 12 of 112 |
| Machine learning engineer | 10 | 10 of 79 |
| Software engineer | 6 | 6 of 719 |
| AI engineer | 2 | 2 of 70 |
| Forward deployed engineer | 2 | 2 of 63 |
| Research scientist | 2 | 2 of 39 |
| DevOps engineer | 1 | 1 of 58 |
| Platform engineer | 1 | 1 of 57 |
Companies that ask for it most
- Stripe3 roles
- Akamai Technologies2 roles
- George Bernard Consulting2 roles
- Adverteyes1 role
- Anthropic1 role
- CACI International Inc1 role
- Matrix Global1 role
- Modal1 role
- Modus Create1 role
- USALCO1 role
Asked alongside
Out of the 36 Model Deployment roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.
| Skill | Roles asking |
|---|---|
| Python | 29 of 36 |
| Machine Learning | 25 of 36 |
| LLMs | 17 of 36 |
| SQL | 12 of 36 |
| AI | 9 of 36 |
| Deep Learning | 8 of 36 |
| Generative AI | 8 of 36 |
| PyTorch | 8 of 36 |
| Statistics | 8 of 36 |
| Docker | 7 of 36 |
| Skill | Roles asking |
|---|---|
| Machine Learning | 5 of 36 |
| Spark | 5 of 36 |
| Statistics | 5 of 36 |
| AI | 4 of 36 |
| AI Agents | 4 of 36 |
| AWS | 4 of 36 |
| Experimentation | 4 of 36 |
| Causal Inference | 3 of 36 |
| Data Pipelines | 3 of 36 |
| Distributed Systems | 3 of 36 |
Experience
Of the 21 roles that state years
Each line counts roles asking for at least that many years, so the lines overlap.
- 1+ year
- 21 of 21
- 2+ years
- 20 of 21
- 3+ years
- 20 of 21
- 5+ years
- 13 of 21
- 8+ years
- 4 of 21
- 10+ years
- 1 of 21
Degree
Of the 30 roles we could read for it
- Required
- 6 of 30
- Required, or experience instead
- 7 of 30
- Preferred
- 3 of 30
- Not mentioned
- 14 of 30
Pay and remote work
Of the 36 roles we could read for it. Pay these roles state, not what the skill pays.
- Roles stating pay
- 10 of 36
- Remote roles
- 23 of 36
How we count: 36 roles from 32 employers in the 90 days to Oct 7, 2026, each role counted once however many boards post it. Skills are counted out of the roles whose requirements we read. Roles are not filtered by country. Methodology