Leads technical strategy for product experience, building predictive models for matching optimization, growth flywheels, and marketplace health. Partners with PMs on experimentation, causal inference, and data platform design using SQL/Python expertise. Requires 8+ years in data science.
Staff Data Scientist owning advanced ML modeling strategies for fraud detection across payment fraud, account takeover, and identity abuse. Requires 5+ years production modeling experience, deep fraud/security domain expertise, and mastery of tree-based, deep learning, and graph methods.
Leads cross-team data science initiatives architecting scalable ML systems for ad marketplace optimization, bidding strategies, and prediction at exchange scale. Requires PhD with 6+ years or MS/BS with 8+ years in ML, deep learning expertise, Python/SQL, and production ML experience.
Develops pricing models, experimental methods, and insights for Airbnb's host pricing system. Collaborates cross-functionally to balance marketplace supply/demand and measure feature impacts using Python/SQL/R. Requires advanced degree and 6-9+ years experience in experimentation and causal analysis.
Staff-level ML Analytics role focused on fraud detection at Coinbase. Own feature engineering pipelines, define ML data strategy, and partner with MLEs to productionize models that detect account takeover and scam activity.