about 5 hours ago
Senior Data Scientist - Inference, Global Markets
China
full-timesenior Remotehospitality
Tech Stack
Description
You will partner with product managers, designers, engineers, and operations to build and optimize products for Airbnb's global markets. Your work includes defining product scopes, designing A/B tests and quasi-experiments, diving into customer behavior, and developing scalable frameworks to tailor products for local markets.
Requirements
- 5+ years of industry experience in a fast-paced tech environment with a BS/Master’s in a technical field (mathematics, computer science, statistics, economics, machine learning) or 2+ years with a PhD
- Strong knowledge of causal inference and experimentation
- Expertise in SQL, Python, or R
- Ability to solve business problems using appropriate methods and models
- Strong stakeholder communication skills
- Working experience on marketplace at a global scale is a plus
Responsibilities
- Work closely with cross-functional stakeholders to define product scopes, evaluate impact, and set roadmap priorities
- Architect and implement rigorous measurement plans, using A/B tests and quasi-experimental methods
- Interpret unexpected outcomes, identify bias in experiments, and drive solutions
- Conduct in-depth research into customer behaviors and preferences across markets
- Develop scalable frameworks, models, and systems for product feature refinement
- Present data findings and ideas to stakeholders and turn proposals into actions
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