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Skill

Which roles ask for Model Serving at tech companies · 15 roles · 90 days to Oct 7, 2026

Updated

15 roles counted that list Model Serving, one per company, title and level; 76 postings in the window.

This page opens in search once it reaches 50 roles in 90 days.

In short

Model Serving: listed in 15 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 6 and preferred in 9. The largest group is machine learning engineer roles: 7 of 15.

Required
6 of 15
Of the roles that list Model Serving
Preferred
9 of 15
Of the roles that list Model Serving
Largest group
7 of 15
Machine learning engineer

Roles that ask for Model Serving

Roles listing Model Serving, by title family. Where the role has a page, the count is also out of that role's roles whose requirements we read.

RoleRolesOf the role's roles we read
Machine learning engineer77 of 79
Data scientist22 of 112
Software engineer22 of 719
Forward deployed engineer11 of 63
Platform engineer11 of 57
Research scientist11 of 39
Security engineer11 of 126

Companies that ask for it most

Asked alongside

Out of the 15 Model Serving roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.

Required
SkillRoles asking
Python
11 of 15
Machine Learning
6 of 15
Go
4 of 15
PyTorch
4 of 15
AI Agents
3 of 15
Developer Tools
3 of 15
Distributed Systems
3 of 15
Fine-Tuning
3 of 15
Inference Optimization
3 of 15
LLMs
3 of 15
Preferred
SkillRoles asking
Distributed Systems
4 of 15
AWS
3 of 15
Model Evaluation
3 of 15
Observability
3 of 15
AI Infrastructure
2 of 15
Azure
2 of 15
Capacity Planning
2 of 15
GCP
2 of 15
GPU Computing
2 of 15
Incident Response
2 of 15

Experience

Of the 11 roles that state years

Each line counts roles asking for at least that many years, so the lines overlap.

1+ year
11 of 11
2+ years
11 of 11
3+ years
11 of 11
5+ years
10 of 11
8+ years
5 of 11
10+ years
1 of 11

Degree

Of the 14 roles we could read for it

Required
1 of 14
Required, or experience instead
4 of 14
Preferred
0 of 14
Not mentioned
9 of 14

Pay and remote work

Of the 15 roles we could read for it. Pay these roles state, not what the skill pays.

Roles stating pay
7 of 15
Remote roles
8 of 15

How we count: 15 roles from 14 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