Data & ML Infrastructure Lead
Core
Own and scale the data backbone for robotics AI, managing systems that record, store, version, serve, and visualize robot data to train policies.
Role type
Senior IC data & ML infrastructure lead
Builds
Scalable data platform, versioned pipelines, training data loaders, and visualization tooling for robotics fleets
Domain
Robotics AI, large-scale data infrastructure, distributed systems
Deliverable
production ML models
Required skills
Data infrastructure design, distributed data processing, workflow orchestration, high-throughput data loading, video decoding optimization, Python, C++/Rust, GPU cluster management, system scalability, observability
Preferred skills
Robotics/autonomous vehicles experience, RL/continuous-learning loops, fleet-scale data collection, open-source contributions
Technologies
Airflow, Spark, Ray, S3, Slurm, cloud platforms
Responsibilities
Lead end-to-end data platform design from on-robot capture to training-ready datasets; Build reproducible versioned pipelines for post-processing; Optimize training data loading and video decoding; Manage datasets from RL and continuous-learning loops; Design storage and transfer formats for exploration and training; Grow compute and training infrastructure as needed
Seniority
Senior, hands-on IC with lead responsibilities