Senior Data Scientist Causal Inference Measurement mfd
Senior Data Scientist Causal Inference Measurement mfd
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Job Description
Join our team of data science and causal inference experts to shape nextgeneration pricing strategies and measure the causal impact of our initiatives! We employ stateoftheart causal inference methods to understand and optimize pricing decisions for millions of customers. Our work not only drives efficient revenue management processes but also ensures that our strategies are grounded in robust scientificallyvalid findings.
YOUR ROLE AT SIXT
- Revenue Management & Causal Measurement: You design develop and implement sophisticated measurement frameworks focusing on the causal impact of price optimization strategies.
- Causal Inference Modeling: Apply advanced causal inference techniques to guide business decisions and strategy developments in revenue management.
- Experiment Design & Analysis: Develop and refine experimental designs using techniques such as DifferenceinDifferences (DiD) Regression Discontinuity Design (RDD) synthetic control methods A/B tests and Double Machine Learning to measure effectiveness and inform policy decisions.
- Algorithm & Tool Development: Build and maintain robust algorithms that integrate seamlessly with production systems ensuring accuracy and scalability in causal estimation.
- CrossFunctional Collaboration: Work closely with product managers data engineers and software developers to deploy endtoend solutions that leverage causal insights to drive business decisions.
- Thought Leadership: Stay current on the latest research in causal inference and measurement and provide mentorship and guidance to junior team members.
YOUR SKILLS MATTER
- Industry Experience: You have 5 years experience in data science with a focus on causal inference experienced with highly sparse and volatile data and ideally within pricing and/or marketing domains
- Causal Inference Expertise: You have proven track record implementing or optimizing frameworks to measure and validate the impact of revenue management systems and pricing strategies using causal inference techniques
- Technical and Analytical Skills: You have a strong background in statistical analysis and causal inference methods including but not limited to:
Double Machine Learning (Double ML): Familiarity with Double/Debiased ML methods that combine machine learning models to estimate causal effects
Causal Graphs and Structural Causal Models: Proficiency in using Directed Acyclic Graphs (DAGs) for causal identification
Propensity Score Matching and Weighting: Advanced application of propensity score techniques to estimate treatment effects
Instrumental Variables (IV) and Synthetic Control Methods: Experience with IV and synthetic controls for causal impact estimation in observational settings
DifferenceinDifferences (DiD) and Regression Discontinuity Design (RDD): Application of DiD and RDD in measuring causal effects over time
WHAT WE OFFER
- Worklife balance Enjoy 30 days of vacation and up to 50 remote work including up to 30 days per year in European countries (EU CH & UK) as well as flexible working hours
- Office Perks Stay active and healthy with our modern SIXT Gym and various recreational activities including a gaming area and the SIXT choir. Plus enjoy our premium employee restaurant offering more than just the standard canteen
- Support for Community Engagement Take a day each year to volunteer with the Drying Little Tears childrens aid foundation an initiative of Regine Sixt
- Great Employee Benefits Benefit from discounts on SIXT rent share ride and SIXT services car leasing offers and special deals with partners on travel tech clothing and more
- Mobility allowance We support you with a mobility allowance of 20 per month
- Enhance your future Support with your retirement planning and capitalforming benefits
Additional Information :
About the department:
Engineers take note: cutting edge technology is waiting for you! We dont buy we primarily do it all ourselves: all core systems whether in the area of car sharing car rental ride hailing and much more are developed and operated by SIXT itself. Our technical scope ranges from cloud and onsite operations through agile software development. We rely on stateoftheart frameworks and architectures and strive for a longterm technical approach. Exciting Then apply now!
About us:
We are a leading global mobility service provider with sales of 3.07 billion and around 9000 employees worldwide. Our mobility platform ONE combines our products SIXT rent (car rental) SIXT share (car sharing) SIXT ride (cab driver and chauffeur services) SIXT (car subscription) and gives our customers access to our fleet of 222000 vehicles the services of 1500 cooperation partners and around 1.5 million drivers worldwide. Together with our franchise partners we are present in more than 110 countries at 2098 rental stations. At SIXT a firstclass customer experience and outstanding customer service are our top priorities. We focus on true entrepreneurship and longterm stability and align our corporate strategy with foresight. Want to take off with us and revolutionize the world of mobility Apply now!
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
