Senior Staff Machine Learning Engineer - Perception

Job description

Job responsibilities

• Develop new algorithms to understand the scene around the robot, and how that scene would evolve through time
• Build multi-modal foundation models for on-vehicle and offline applications
• Develop new algorithms to apply generative AI to simulation to improve the realism of our offline validation systems
• Leverage our large-scale machine learning infrastructure to discover new solutions and push the boundaries of the field
• Provide technical mentorship to the broader group of ML developers at Zoox
• Collaborate with engineers on Prediction, Planning, and Simulation to solve the overall Autonomous Driving problem in complex urban environments

Job requirements

• BS, MS, or PhD degree in computer science or related field
• Experience with training and deploying Deep Learning models on sensor data-Experience with production Machine Learning pipelines: dataset creation, training frameworks, metrics pipelines
• Experience with modern computer vision techniques
• Strong mathematical skills and understanding of probabilistic techniques
• Fluency in C++ or Fluency in Python with a basic understanding of C++
• Extensive experience with programming and algorithm design-Strong mathematics skills
• Publications in your field (CVPR, ICCV, RSS, ICRA preferred)
• Experience with autonomous robots