Director of Product , Data Flywheel
Core
Build and drive the roadmap for the Autonomy Data Flywheel, managing the end-to-end data lifecycle from edge offloading to cloud infrastructure to supercharge End-End AI model development for sidewalk robots.
Role type
Director of Product, Data Infrastructure & ML Ops
Builds
Production-level data pipelines, data offloading infrastructure (edge/depot), and ML Ops systems for robotics autonomy
Domain
Robotics, Autonomous Vehicles, Edge AI, Machine Learning
Deliverable
production ML models | infrastructure
Required skills
Product management for data infrastructure, ML Ops pipeline design, training dataset management, active learning strategies, data diversity metrics definition, cross-functional stakeholder management
Preferred skills
Edge/Depot data infrastructure experience (NAS), Cloud infrastructure expertise
Technologies
NAS, Cloud platforms, ML Ops frameworks
Responsibilities
Define data lifecycle requirements for AI, Perception, and Safety teams; Set and achieve KPIs for data quality and quantity; Maintain data diversity metrics for Operational Design Domain coverage; Collaborate on depot and cloud infrastructure initiatives; Support data pipelines to balance retention with operational safety
Seniority
Director, strategic planning & execution
