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Engineering Manager, ML Data - Prediction & Behavior ML

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Job Description

The Prediction & Behavior ML team is responsible for developing machine-learned models that understand the full scene around our vehicle and forecast the behavior for other agents, our own vehicle’s actions, and for offline applications. To solve these problems we develop deep learning algorithms that can learn behaviors from data and apply them on-vehicle to influence our vehicle’s driving behavior and offline to provide learned models to autonomy simulation and validation. Given the tight integration of behavior forecasting and motion planning, our team necessarily works very closely with the Planner team in the advancement of our overall vehicle behavior. We are seeking a highly skilled and experienced Engineering Manager to lead our ML data optimization team. In this role, you will be responsible for overseeing the design, development, and implementation of data optimization strategies that drive efficiency and performance across our data infrastructure. You will collaborate closely with Perception, Simulation, and Systems Engineering teams on many cross-team initiatives.

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