Jobs in Germany
We believe in connecting great people with great opportunities.
Our team is currently recruiting for a client in Germany, and we would be delighted to have you explore this opening.
Tasks
- Designed and implemented advanced frameworks to measure the causal effects of pricing and revenue optimization initiatives.
- Applied cutting-edge causal inference methods to guide strategic decision-making in revenue management.
- Structured and analyzed experiments using DiD, RDD, synthetic controls, A/B testing, and Double Machine Learning to evaluate impact and inform policy.
- Built scalable algorithms and tools for causal estimation, ensuring accuracy and seamless integration into production systems.
- Collaborated with product managers, data engineers, and software developers to deliver end-to-end solutions powered by causal insights.
- Stayed current with research in causal analysis while mentoring junior team members and fostering knowledge growth.
Requirements
- 5+ years of experience in Data Science with specialization in causal inference, particularly in pricing and marketing contexts, including work with sparse and volatile datasets.
- Demonstrated expertise in designing and deploying causal frameworks to measure and validate the impact of revenue management and pricing strategies.
- Strong foundation in statistical modeling and advanced causal inference methodologies.
- Skilled in Double/Debiased Machine Learning (Double ML) for causal effect estimation using combined machine learning models.
- Proficient in building and interpreting Causal Graphs and Structural Causal Models (DAGs) for robust causal identification.
- Advanced application of Propensity Score Matching and Weighting to estimate treatment effects in observational studies.
- Hands-on experience with Instrumental Variables (IV) and Synthetic Control Methods to assess causal impacts in complex environments.
- Applied Difference-in-Differences (DiD) and Regression Discontinuity Design (RDD) to evaluate causal effects over time.
- Fluent English. German is a plus
Benefits
- 28 vacation days
- Hybrid model with flexible working hours
- Partner discounts
- Training programs, external conferences, and internal talks
- Private health insurance
Apply now!
