Lead ML Engineer - Mapping

Tech Stack

Responsibilities

• Architect, design, and implement a production-grade lane and route network mapping stack, integrating with the broader autonomy system.
• Lead the research, design, training and validation of advanced neural architectures for object detection, classification, segmentation, tracking, depth estimation, and 3D reconstruction.
• Drive major feature development from inception to deployment, including high-level architecture design, rigorous code reviews, automated testing, and mentorship of junior engineers.
• Own the end-to-end data strategy for the mapping domain, defining data curation, auto-labeling, synthetic data, and active learning pipelines.
• Develop robust metrics and evaluation frameworks for lane and route network accuracy, temporal consistency, and scaling.

Soft Skills

Benefits

• Health Insurance
• Dental
• Vision
• Life Insurance
• Disability Insurance
• HSA/FSA
• 401k
• Parental Leave
• Flexible PTO
• Mental Health

Culture

Requirements