Data Scientist
Publicis Groupe
London, UK
2 months ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source
Tech stack
Data Analysis
Python (Programming Language)
Machine Learning
Programming Languages
Job description
- Build and apply frameworks that quantify uncertainty in predictive models, enabling confident decision-making
- Identify, assess and manage confounding variables in observational datasets
- Develop robust statistical approaches to estimate causal impact across a range of client challenges
- Translate business questions into structured experimental designs and analytical approaches
- Partner with cross-functional teams to embed data science into product, marketing and consulting initiatives
- Communicate findings clearly, turning complex analysis into actionable insights for technical and non-technical audiences
Requirements
- Strong grounding in statistics and quantitative methods, supported by relevant academic or professional experience
- Hands-on experience applying experimental design and causal inference techniques to real-world data
- Understanding of modern approaches to uncertainty estimation in machine learning (e.g. conformal prediction)
- Proficiency in Python, R, or similar programming languages used for data analysis
- Familiarity with causal frameworks such as potential outcomes or causal graphs
- Working knowledge of machine learning and how it integrates with causal reasoning
- Clear and confident communicator, able to explain complex ideas in a simple and engaging way
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