Market Pulse · Market Report
What skills does the market require for Machine Learning Engineer?
This analysis shows which skills are most frequently required in current job postings for Machine Learning Engineer — evaluated from 14 postings (nationwide), source: Federal Employment Agency.
14
Postings evaluated · nationwide
9
Skills identified
64,3%
Peak demand
Demand · nationwide
Most in-demand skills
Share of nationwide evaluated postings that explicitly mention the skill.
1
Python 64,3%
2
Fehleranalyse 50%
3
REST API 50%
4
Databricks 42,9%
5
Evaluation 42,9%
6
Storage Systeme 42,9%
7
Azure 42,9%
8
ETL 35,7%
9
GIS 35,7%
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
6.478 € / month
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 Machine Learning Engineer.
Python 64,3% in demand
Frequently required, rarely evidenced in CVs.
Fehleranalyse 50% in demand
Frequently required, rarely evidenced in CVs.
REST API 50% in demand
Frequently required, rarely evidenced in CVs.
Databricks 42,9% in demand
Frequently required, rarely evidenced in CVs.
Evaluation 42,9% 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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