Data Scientist - Inference, Community Support
New
A
AirbnbTechnology, Customer Support
US - Remote Eligible. While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity.Full-TimeMiddle
Salary$151,000 — $175,000 USD
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Job Details
- Experience
- 2+ years of industry experience in a quantitative analysis role
- Required Skills
- PythonSQLMachine LearningR
Requirements
- 2+ years of industry experience in a quantitative analysis role.
- Master's degree in a quantitative field (statistics, economics, computer science, etc.) or PhD in a relevant field.
- Strong knowledge of causal inference and experimental design.
- Strong knowledge of Bayesian modeling and statistical inference.
- Hands-on experience building and deploying statistical or ML models in production environments.
- Proficiency in statistical programming (Python or R).
- Proficiency in database usage (SQL).
- Proven ability to communicate complex findings clearly to diverse technical audiences.
- Excellent project management and cross-functional collaboration skills.
Responsibilities
- Design rigorous experiments and quasi-experiments to measure the causal impact of CS product launches.
- Build causal ML models to optimize budget allocation and maximize business impact.
- Conduct causal inference analyses to quantify the long-term effects of product changes and uncover heterogeneous treatment effects.
- Deliver strategic insights on quality-cost tradeoffs to empower leadership decision-making.
- Develop frameworks to analyze tradeoffs between accuracy, coverage, user experience, and operational cost.
- Build and deploy statistical or ML models in production environments.
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