Group Product Manager, Perception Modeling - Semantics

Waymo’s Product Management Team is a mission-driven team responsible for writing and enacting first-of-their-kind playbooks to bring fully autonomous driving technology to market. Our team develops simple solutions for complex problems by orchestrating cross-functional efforts to safely drive Waymo’s technology and the products it enables forward. We do this by understanding the customer, the business, and the technology. We are humble about the scope of our work, collaborative in our approach to problem-solving, and ambitious about our vision for the future. 

This role follows a hybrid work schedule and reports to a Group Product Manager.

You will:

• Act as an approver for model launches, understanding and negotiating between tradeoffs, regressions, and improvements across all of a model’s surface area
• Plan for future investments into model capabilities on a 12+ month timeline by understanding the limitations of the current model architecture and the immediate needs of our RIdehailing business 
• Set the vision for model architecture on a 12-36 month timeline by understanding the overall needs of Waymo and the current State of the Art ML/AI research, focused on Object-level Semantic understanding + reasoning
• Manage the execution of upcoming milestones by working directly with a group of 60+ engineers, Technical Program Managers, and other Product Managers
• Conduct root cause analysis and conferring with partners in Engineering to propose viable solutions by examining AV behavior from a mix of real world, synthetic, and simulated events

You have:

• 7 years Product Management experience
• Experience iterating on models over the course of 12+ months
• Experience in launching new model architectures, model consolidation, or Foundational Model distillation
• Experience optimizing models for compute efficiency
• Technical fluency in Perception or related field

We prefer:

• 10 years Product Management experience
• Master’s Degree in Engineering or previous experience working as an Engineer
• Experience working with Perception models
• Experience training and releasing Large Foundational Models, especially Gemini