Market Pulse · Market Report
What skills does the market require for MLOps Engineer?
This analysis shows which skills are most frequently required in current job postings for MLOps Engineer — evaluated from 1 postings (nationwide), source: Federal Employment Agency.
1
Postings evaluated · nationwide
8
Skills identified
100%
Peak demand
Demand · nationwide
Most in-demand skills
Share of nationwide evaluated postings that explicitly mention the skill.
1
Git 100%
2
Ansible 100%
3
CI/CD 100%
4
Algorithmen 100%
5
DevOps 100%
6
Kubernetes 100%
7
Docker 100%
8
MLOps 100%
Technical core Tools / Software
Trend
Where demand is heading
Trend analysis from Q4 2026
We are still gathering the necessary history — trend data will appear automatically once sufficient time series are available.
Salary
Median salary nationwide
Median for occupation family IT & Data
6.062 € / month
Q25 5.498 €
Q75 6.583 €
Source: Entgeltatlas of the Federal Employment Agency
Common gaps
These skills are missing from many profiles
Highly in demand — and rarely evidenced in most CVs for MLOps Engineer.
Git 100% in demand
Frequently required, rarely evidenced in CVs.
Ansible 100% in demand
Frequently required, rarely evidenced in CVs.
CI/CD 100% in demand
Frequently required, rarely evidenced in CVs.
Algorithmen 100% in demand
Frequently required, rarely evidenced in CVs.
DevOps 100% in demand
Frequently required, rarely evidenced in CVs.
Does your CV show these skills?
The Quick Check analyses your CV against exactly these market requirements — and shows which skills the ATS filter is missing from your profile.
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