Staff Data Scientist - Long Term Impact
Core
Develop and improve frameworks for estimating the long-term causal impact of product changes on Airbnb's platform.
Role type
Staff Data Scientist (Causal Inference & Long-Term Impact)
Builds
Reusable tools and models for long-term impact estimation
Domain
Marketplace / Hospitality / Causal Inference
Deliverable
production ML models
Required skills
Causal inference methods, Experimental design, Econometric regressions, Quasi-experimental methods, Advanced quantitative modeling, Complex problem solving, Programming (R, Python, Scala, Java, C++)
Preferred skills
Publications in Data Science journals/conferences
Technologies
R, Python, Scala, Java, C++
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