Prediction and Planning - Technical Lead

What you'll do

• Set the technical roadmap, architecture, and execution for ML algorithms that generate driving trajectories.
• Lead architecture reviews and build scalable software and infrastructure foundations for behavior ML development.
• Mentor engineers and collaborate with perception, planning, and research teams on models and techniques.

What they ask for

• Bachelor’s in Computer Science, Electrical Engineering, Robotics, or a related field.
• Technical leadership experience, including leading complex projects, mentoring engineers, and influencing architecture.
• Track record shipping production ML software in complex real-world environments; expertise in at least one of modeling, input pipelines, evaluation, deployment, or model optimization.
• End-to-end deep learning model development experience; 3+ years building production software; fluency in Python and intermediate experience in C++.

Nice to have

• Peer-reviewed research at machine learning conferences such as NeurIPS, CVPR, ICML, ICLR, ICCV, ECCV, IROS, or ICRA.
• Experience with driver assistance or autonomous driving systems, or evaluating and improving system-in-the-loop model performance.

Pay

$200K – $300K USD base salary

Tools

Python, C++, NeurIPS, CVPR, ICML, ICLR, ICCV, ECCV

AI focus

Develops ML-first behavior prediction and planning, including trajectory and interaction prediction, deep learning models, and ML-based planner development.