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Skill

Which roles ask for Recommendation Systems at tech companies · 21 roles · 90 days to Oct 7, 2026

Updated

21 roles counted that list Recommendation Systems, one per company, title and level; 56 postings in the window.

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

In short

Recommendation Systems: listed in 21 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 11 and preferred in 10. The largest group is machine learning engineer roles: 7 of 21.

Required
11 of 21
Of the roles that list Recommendation Systems
Preferred
10 of 21
Of the roles that list Recommendation Systems
Largest group
7 of 21
Machine learning engineer

Roles that ask for Recommendation Systems

Roles listing Recommendation Systems, 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
Software engineer66 of 719
Data scientist55 of 112
Mobile engineer22 of 38
Data analyst11 of 47

Companies that ask for it most

Asked alongside

Out of the 21 Recommendation Systems roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.

Required
SkillRoles asking
Machine Learning
13 of 21
Python
12 of 21
Experimentation
8 of 21
AI
7 of 21
PyTorch
6 of 21
SQL
6 of 21
Statistics
6 of 21
Distributed Systems
5 of 21
LLMs
5 of 21
Algorithms
4 of 21
Preferred
SkillRoles asking
Personalization
3 of 21
AWS
2 of 21
Cybersecurity
2 of 21
Information Retrieval
2 of 21
LLMs
2 of 21
MLOps
2 of 21
Model Evaluation
2 of 21
Prototyping
2 of 21
Ranking Systems
2 of 21
Reinforcement Learning
2 of 21

Experience

Of the 10 roles that state years

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

1+ year
10 of 10
2+ years
10 of 10
3+ years
9 of 10
5+ years
5 of 10
8+ years
2 of 10
10+ years
0 of 10

Degree

Of the 18 roles we could read for it

Required
3 of 18
Required, or experience instead
4 of 18
Preferred
0 of 18
Not mentioned
11 of 18

Pay and remote work

Of the 21 roles we could read for it. Pay these roles state, not what the skill pays.

Roles stating pay
8 of 21
Remote roles
11 of 21

How we count: 21 roles from 19 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