Causal Inference

ML & AI ML Concepts

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.

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18 jobs · 8 companies · last seen 8 July 2026

There are currently 18 open roles in Berlin that mention Causal Inference, posted by 8 companies. It frequently pairs with Python, SQL, Machine Learning. Seen most in Data Scientist (16% of their roles) and AI/ML (4% of their roles) and Data Analyst (3% of their roles).

Frequently asked questions
How many Causal Inference jobs are available in Berlin right now?
There are currently 18 open roles in Berlin that mention Causal Inference, posted by 8 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: Zalando, Almedia, Vinted, GetYourGuide, Delivery Hero.
What skills pair well with Causal Inference?
Employers who ask for Causal Inference also frequently require: Python (89%), SQL (78%), Machine Learning (72%), A/B testing (72%), Stakeholder Management (72%).
In which Berlin job roles is Causal Inference most in demand?
Based on current listings, Causal Inference appears most in: Data Scientist (16%), AI/ML (4%), Data Analyst (3%) roles.

By job family

% of open roles in each family that mention Causal Inference

  • Data Scientist 16% (6/37)
  • AI/ML 4% (8/213)
  • Data Analyst 3% (2/77)
  • Leadership 1% (2/156)

By company

Top companies looking for Causal Inference

  • Zalando Zalando 6
  • Almedia Almedia 4
  • Vinted Vinted 2
  • GetYourGuide GetYourGuide 2
  • Delivery Hero Delivery Hero 1
  • Owkin Owkin 1
  • Merantix Momentum Merantix Momentum 1
  • Just Eat Takeaway Just Eat Takeaway 1

Open roles mentioning Causal Inference

Vinted
Data Scientist
8 Jul
Vinted
Data Scientist
8 Jul
Zalando
AI/ML
30 Jun
Delivery Hero
Data Scientist
18 Jun
Zalando
AI/ML
15 Jun
Almedia

Almedia

Founding Data Scientist

€90k–€170k/yr On-site
Data Scientist
14 Jun
Zalando
AI/ML
10 Jun
Zalando
AI/ML
10 Jun
GetYourGuide
Data Analyst
1 Jun
GetYourGuide
Data Scientist
28 May
Owkin
Leadership
19 May
Almedia

Almedia

Data Analyst

€70k–€95k/yr On-site
Data Analyst
30 Apr
Almedia

Almedia

Data Scientist

€80k–€200k/yr On-site
Data Scientist
18 Mar
Merantix Momentum
AI/ML
23 Dec
Almedia

Almedia

Machine Learning Engineer

€80k–€210k/yr On-site
AI/ML
9 Dec
Just Eat Takeaway
Leadership