Software Engineer - Perception

Job description

Job responsibilities

• Own the Perception Data Engine: Architect and optimize scalable off-robot data pipelines capable of ingesting, parsing, and managing petabyte-scale video and sensor streams for auto-annotation and localization tasks.
• Build Continuous Evaluation Infrastructure: Design and implement deterministic simulation, regression testing, and evaluation loops to rigorously benchmark perception performance before edge deployment.
• Scale Annotation & Feature Extraction: Develop high-throughput pipelines that orchestrate multimodal data fusion, automated labeling, and feature extraction to constantly mine high-signal training examples from the…
• Drive Quality Metrics & Monitoring: Establish end-to-end telemetry systems and observability frameworks to track model regression, data drift, and perception accuracy across live operational environments.