PythonMLAIPyTorchTensorFlowGrowth Machine Learning EngineerStaff ML EngineerModel DevelopmentSensor DataMachine Learning Engineer
📋 Job Overview
The Perception team at Zoox is fundamental to our autonomous vehicle technology, creating the understanding of the world for our self-driving robots. We enable safe and efficient navigation in complex environments through sophisticated detection, classification, and tracking systems.
🏢 About Zoox
Zoox is an autonomous vehicle company developing self-driving technology.
🎯 The Role
As a software engineer on the perception mapping team, you will be a key contributor to Zoox’s online mapping initiative. You will design, train, validate, and integrate into the stack ML models that detect semantic map elements in the world. Your work will touch on all aspects of ML development, including data gathering, labeling, training, validation, and onboard integration. Your work will enable important milestones to scaling and autonomy capabilities and will be critical to the success of Zoox.
✅ Key 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
📌 Required Qualifications
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)
⭐ Desirable Experience
Experience with C++
Experience with CUDA and/or GPU programming
Experience with mapping related ML techniques
🎁 Benefits
Zoox offers a comprehensive package of benefits, including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.
