Senior Data Scientist - Causal Inference & Measurement (m/f/d)

卉塔; Deutschland; Vor Ort; EUR 60.000 - 100.000; Vollzeit

Zusammenfassung

Ein führendes globales Mobilitätsunternehmen sucht einen erfahrenen Datenwissenschaftler mit Expertise in Kausalität. In dieser spannenden Rolle gestalten Sie innovative Preisstrategien und messen die Auswirkungen von Initiativen mithilfe modernster Methoden. Ihr Beitrag wird nicht nur die Effizienz im Umsatzmanagement steigern, sondern auch sicherstellen, dass die Strategien auf wissenschaftlich fundierten Erkenntnissen basieren. Arbeiten Sie in einem dynamischen Team, das sich der Entwicklung fortschrittlicher Algorithmen und Tools widmet, und genießen Sie zahlreiche Vorteile, darunter flexible Arbeitszeiten und ein modernes Arbeitsumfeld. Wenn Sie bereit sind, die Zukunft der Mobilität mitzugestalten, bewerben Sie sich jetzt!

Leistungen

30 Tage Urlaub

Mobility Allowance

SIXT Gym

Premium Mitarbeiterrestaurant

Unterstützung bei der Altersvorsorge

Freiwilligenarbeitstag

Qualifikationen

• 5+ Jahre Erfahrung in der Datenwissenschaft mit Schwerpunkt auf Kausalität.
• Nachgewiesene Erfahrung in der Anwendung von Kausalitätsmethoden.

Aufgaben

• Entwicklung von Messrahmen für Preisoptimierungsstrategien.
• Anwendung fortschrittlicher Kausalitätsmodelle zur Unterstützung von Geschäftsentscheidungen.

Kenntnisse

Causal Inference

Statistical Analysis

Double Machine Learning

Causal Graphs

Propensity Score Matching

Instrumental Variables

Difference-in-Differences

Regression Discontinuity Design

Ausbildung

Master in Data Science

PhD in Statistics

Tools

Python

R

SQL

Jobbeschreibung

Company Description

Job Description

Join our team of data science and causal inference experts to shape next-generation pricing strategies and measure the causal impact of our initiatives! We employ state-of-the-art 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, scientifically-valid findings.

YOUR ROLE AT SIXT

1. Revenue Management & Causal Measurement: You design, develop, and implement sophisticated measurement frameworks focusing on the causal impact of price optimization strategies.
2. Causal Inference Modeling: Apply advanced causal inference techniques to guide business decisions and strategy developments in revenue management.
3. Experiment Design & Analysis: Develop and refine experimental designs using techniques such as Difference-in-Differences (DiD), Regression Discontinuity Design (RDD), synthetic control methods, A/B tests, and Double Machine Learning to measure effectiveness and inform policy decisions.
4. Algorithm & Tool Development: Build and maintain robust algorithms that integrate seamlessly with production systems, ensuring accuracy and scalability in causal estimation.
5. Cross-Functional Collaboration: Work closely with product managers, data engineers, and software developers to deploy end-to-end solutions that leverage causal insights to drive business decisions.
6. 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

1. 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.
2. 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.
3. 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.
• Difference-in-Differences (DiD) and Regression Discontinuity Design (RDD): Application of DiD and RDD in measuring causal effects over time.

WHAT WE OFFER

1. Work-life 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.
2. 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.
3. Support for Community Engagement: Take a day each year to volunteer with the "Drying Little Tears" children's aid foundation, an initiative of Regine Sixt.
4. 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.
5. Mobility allowance: We support you with a mobility allowance of 20€ per month.
6. Enhance your future: Support with your retirement planning and capital-forming benefits.

Qualifications

Additional Information

About the department:
Engineers take note: cutting edge technology is waiting for you! We don't 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 on-site operations through agile software development. We rely on state-of-the-art frameworks and architectures and strive for a long-term technical approach. Exciting? Then apply now!

About us:
We are a leading global mobility service provider with sales of €3.07 billion and around 9,000 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 222,000 vehicles, the services of 1,500 cooperation partners and around 1.5 million drivers worldwide. Together with our franchise partners, we are present in more than 110 countries at 2,098 rental stations. At SIXT, a first-class customer experience and outstanding customer service are our top priorities. We focus on true entrepreneurship and long-term stability and align our corporate strategy with foresight. Want to take off with us and revolutionize the world of mobility? Apply now!