We are looking for a Senior Applied Scientist (Matching) to design and evolve matching systems for our marketplace. You will develop matching as a real-time decision system, balancing supply, demand, and marketplace efficiency under uncertainty and dynamic conditions. Unlike traditional dispatch-based matching, our marketplace operates on a unique bid-based model, where rider-driver connections are shaped through direct negotiation. This creates a fundamentally different optimization problem, requiring advanced approaches to modeling user behavior, response dynamics, and marketplace incentives.