Lead ML Engineer - Lane & Route Networking Mapping

Tech Stack

Responsibilities

• Lead the research, design, architecture, training, and validation of advanced neural networks for vectorized mapping, multi-camera BEV transformers, and multimodal fusion models.
• Architect, design, and implement a production-grade lane and route network mapping stack, ensuring high-performance integration with upstream and downstream modules.
• Drive major feature development from inception to deployment, including high-level architecture design, rigorous code reviews, automated testing, mentorship, and technical resolution.
• 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 across diverse ODDs.

Soft Skills

Benefits

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

Culture

Requirements