Senior Machine Learning Engineer - Perception

Job description

Job responsibilities

• Train ML models, perform various studies into incorporating SOTA approaches as well as ablations/modifications of existing models
• Document experimental outcomes and drive towards deploying these models into Zoox robots
• Visualize your data at the input and output to understand the issues
• Collaborate with teams such as ML optimization, data labeling, metrics and planner to ensure project is successful for Zoox releases

Job requirements

• MS/PhD in Computer Science or related field
• Experience with PyTorch or related ML frameworks
• Experience deploying learned models into production
• Excellent collaboration and teamwork skills with proven track record of working on large-scale problems
• Prior experience in the AV or related space with joint detection and tracking models
• Deep understanding of how to setup end-to-end training and evaluation processes