Staff Machine Learning Engineer, Perception, Sensor Pipelines

Lead and design the data platform for large-scale evaluation of perception systems. Create datasets, labeling recipes, continuous logging, data intake, and incremental model updates, with stream evaluation data curation and sampling. Define long-term strategy and roadmaps; guide the team from ambiguous requirements to high-impact deliverables. Collaborate across teams to understand data needs and build infra solutions; enable robust evaluation on top of the data platform. Own end-to-end delivery of an adaptable platform that supports rapid iteration for city-scale deployments. Drive data-driven decision making through logging, data mining, and automated data collection, and implement efficient data processing for large datasets.