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 8 postings (nationwide), source: Federal Employment Agency.
8
Postings evaluated · nationwide
10
Skills identified
100%
Peak demand
Demand · nationwide
Most in-demand skills
Share of nationwide evaluated postings that explicitly mention the skill.
1
MLOps 100%
2
Git 87,5%
3
REST API 87,5%
4
Dashboards 75%
5
Backend-Entwicklung 75%
6
Python 75%
7
Databricks 75%
8
Azure 75%
9
Docker 25%
10
Algorithmen 25%
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.
MLOps 100% in demand
Frequently required, rarely evidenced in CVs.
Git 87,5% in demand
Frequently required, rarely evidenced in CVs.
REST API 87,5% in demand
Frequently required, rarely evidenced in CVs.
Dashboards 75% in demand
Frequently required, rarely evidenced in CVs.
Backend-Entwicklung 75% 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.
Check CV for free