Staff Data Scientist, Guest & Host

Tech Stack

Responsibilities

• Partner directly on growth initiatives to build, ship, measure incrementality of bookings/attach rate/revenue, and optimize 0-to-1 customer-facing features.
• Build observational causal inference models to deeply understand guest intent, identify underlying mechanisms, and build data products to measure impact, and inform feature objectives and tradeoffs.
• Develop a pricing guidance system for hosts as well as experimental and observational methods to measure the impact of pricing feature launches.
• Develop models and analytic frameworks that improve listing ranking and recommendation, incorporating marketplace dynamics such as listing availability, supply quality, and long-term ecosystem health.
• Partner closely with Machine Learning Engineers and Product to launch high-impact search improvements and design experiments and evaluation frameworks.

Benefits

• Equity
• Remote Work

Culture

Requirements