Software Engineer on perception mapping team at Zoox, designing and integrating ML models for autonomous vehicle mapping. Collaborating on online mapping initiative to enhance self-driving capabilities.
Responsibilities
Curate, validate, and label datasets for model training and validation
Research, implement, and train ML models to perform semantic map element detection
Closely collaborate with validation teams to formulate and execute model validation pipelines
Integrate models into the greater onboard autonomy system within compute budgets
Be a technical leader on the team, maintaining coding and ML development best practices and contributing to architectural decisions
Requirements
MS or PhD or equivalent experience (5+ years) in Computer Science or related field
Experience in computer vision or robotics
Experience with training and deploying deep learning models
Experience with with Python libraries (pytorch, numpy)
Benefits
paid time off (e.g. sick leave, vacation, bereavement)
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