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Machine Learning Engineer - Perception Mapping (copy)
- Foster City, California, United States
- Foster City, California, United States
À propos
Location: Foster City, California, United States
Compensation: $189,000 - 227,000 USD per year
Software Engineer Perception Mapping Team 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.
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 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 for scaling and autonomy capabilities and will be critical to the success of Zoox.
In this role, you will:
Curate, validate, and label datasets for model training and validation
Research, implement, and train ML models to perform semantic map element detection
Collaborate closely with validation teams to formulate and execute model validation pipelines
Integrate models into the greater onboard autonomy system within compute budgets
Serve as a technical leader on the team, maintaining coding and ML development best practices and contributing to architectural decisions
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 Python libraries (PyTorch, NumPy)
Bonus Qualifications:
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 such as sick leave, vacation, and 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.
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Compétences linguistiques
- English
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