Causal inference is the process of determining the independent, actual effect of a particular phenomenon that is a component of a larger system. The main difference between causal inference and inference of association is that causal inference analyzes the response of an effect variable when a cause of the effect variable is changed.
27 jobs · 19 companies · last seen 6 October 2026
There are currently 27 open roles in Berlin that mention Causal Inference, posted by 19 companies. It frequently pairs with SQL, Stakeholder Management, Python. Seen most in Data Scientist (32% of their roles) and Data Analyst (5% of their roles) and Leadership (3% of their roles). Across those roles, 85% list it as required and 0% as nice-to-have.
Frequently asked questions
- How many Causal Inference jobs are available in Berlin right now?
- There are currently 27 open roles in Berlin that mention Causal Inference, posted by 19 companies. The board is refreshed multiple times a day — more frequently during Berlin working hours — so new roles can appear throughout the day.
- Which companies in Berlin are hiring for Causal Inference?
- Companies currently listing the most Causal Inference roles include: GetYourGuide, HelloFresh, Almedia, Vinted, Amazon / AWS.
- What skills pair well with Causal Inference?
- Employers who ask for Causal Inference also frequently require: SQL (78%), Stakeholder Management (78%), Python (70%), A/B testing (67%), LLM (56%).
- In which Berlin job roles is Causal Inference most in demand?
- Based on current listings, Causal Inference appears most in: Data Scientist (32%), Data Analyst (5%), Leadership (3%) roles.
Frequently paired with
By seniority
- Senior 44% (12)
- Mid 19% (5)
- Staff / Principal 15% (4)
- Lead / Manager 11% (3)
- Head / Director / VP / C-Level 11% (3)
By job family
% of open roles in each family that mention Causal Inference
- Data Scientist 32% (18/56)
- Data Analyst 5% (3/65)
- Leadership 3% (2/72)
- AI/ML 2% (2/95)
- Other 1% (2/336)
By company
Top companies looking for Causal Inference
-
GetYourGuide 4 -
HelloFresh 2 -
Almedia 2 -
Vinted 2 -
Amazon / AWS 2 -
rebuy 2 -
ElevenLabs 1 -
Digital Turbine 1 -
Zendesk 1 - Other (10 companies) 10
Open roles mentioning Causal Inference
Amazon / AWS
Data Scientist II, Music DISCO
Amazon / AWS
Data Scientist, Music DISCO
rebuy
Senior Data Scientist, Forecasting & Elasticity (m/f/x) Freelance
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