Develop and deploy AI models for autonomous driving, owning the full lifecycle from data curation to on-road validation. Focus on reinforcement learning, behavioral cloning, and model optimization for Level 2–4 autonomy, ensuring production-ready systems with strong software engineering practices. Collaborate across teams to enhance driving behaviors and improve real-world vehicle performance.
Key Highlights
Own end-to-end AI model development for autonomous driving, including data collection, training, evaluation, and deployment.
Work on reinforcement learning, behavioral cloning, and multi-sensor fusion (camera, radar, lidar) for real-world vehicle control.
Direct impact on commercial deliveries (Nissan production, Robotaxi) with rapid iteration cycles and production-grade reliability.
Key Responsibilities
Design and implement AI model architectures for autonomous driving behaviors (L2–L4).
Curate and preprocess real-world and synthetic data for training driving behaviors.
Develop evaluation strategies, success metrics, and iterative improvement pipelines.
Run on-road and offline experiments, analyze results, and translate findings into actionable model updates.
Ensure production-ready ML systems with strong software engineering, quality, and reliability standards.
Collaborate with cross-functional teams to integrate models into vehicle controllers and actuators.
Technical Skills Required
Python
Machine Learning Frameworks
Reinforcement Learning
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Benefits & Perks
Market-benchmarked salaries
Meaningful equity
Relocation support and visa sponsorship where applicable
Hybrid working with core hours
Comprehensive benefits including health insurance, dental, parental leave, retirement, and wellbeing support
Nice to Have
Experience with model compression and deploying ML to embedded systems
Background in autonomous driving or large-scale product ML systems (e.g., recommendations, ranking)
Job Description
Before the detail, here's the challenge you'd help us solve.We build the embodied intelligence that moves real vehicles safely, and the ecosystem a billion machines will run on in the future. Very few people in AI can say this. Every role here, whatever the team, plugs into that.Here’s what this particular role covers.
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