Staff Machine Learning Engineer, Traffic Intelligence

Join Airbnb's Traffic Intelligence team as a Staff Machine Learning Engineer to architect and maintain end-to-end ML systems for classifying web traffic. You will focus on real-time decision-making for billions of daily requests, combating bots and scrapers, and ensuring the accuracy and evasion-resistance of traffic classification models.

• Architect and maintain end-to-end traffic classification ML systems
• Balance high-performance model deployment with rigorous data pipelines
• Harden edge-traffic policies to reduce bot incidents
• Establish rigorous evaluation practices for signal accuracy
• Execute model optimization within strict latency budgets
• Partner with security analysts and engineers to integrate scoring intelligence