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Which roles ask for ML Infrastructure at tech companies · 26 roles · 90 days to Oct 7, 2026

Updated

26 roles counted that list ML Infrastructure, one per company, title and level; 104 postings in the window.

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

In short

ML Infrastructure: listed in 26 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 13 and preferred in 13. The largest group is machine learning engineer roles: 12 of 26.

Required
13 of 26
Of the roles that list ML Infrastructure
Preferred
13 of 26
Of the roles that list ML Infrastructure
Largest group
12 of 26
Machine learning engineer

Roles that ask for ML Infrastructure

Roles listing ML Infrastructure, 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 engineer1212 of 79
Software engineer77 of 719
AI engineer22 of 70
Research scientist22 of 39
Data scientist11 of 112
Forward deployed engineer11 of 63
QA engineer11 of 63

Companies that ask for it most

Asked alongside

Out of the 26 ML Infrastructure roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.

Required
SkillRoles asking
Python
20 of 26
Machine Learning
10 of 26
Distributed Systems
8 of 26
Go
7 of 26
AI
6 of 26
C++
6 of 26
PyTorch
6 of 26
Kubernetes
5 of 26
AI Tools
4 of 26
Generative AI
4 of 26
Preferred
SkillRoles asking
LLMs
6 of 26
AI
5 of 26
AI Agents
5 of 26
PyTorch
5 of 26
AWS
4 of 26
CI/CD
4 of 26
Docker
4 of 26
Cloud Infrastructure
3 of 26
Fine-Tuning
3 of 26
GCP
3 of 26

Experience

Of the 22 roles that state years

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

1+ year
22 of 22
2+ years
22 of 22
3+ years
18 of 22
5+ years
16 of 22
8+ years
5 of 22
10+ years
2 of 22

Degree

Of the 25 roles we could read for it

Required
4 of 25
Required, or experience instead
7 of 25
Preferred
3 of 25
Not mentioned
11 of 25

Pay and remote work

Of the 26 roles we could read for it. Pay these roles state, not what the skill pays.

Roles stating pay
13 of 26
Remote roles
10 of 26

How we count: 26 roles from 21 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