Machine Learning Engineer – Perception Mapping
Zoox
full-time
Posted on:
Location Type: Hybrid
Location: Foster City • California • United States
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Salary
💰 $189,000 - $227,000 per year
About the role
- 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)
- unpaid time off
- Zoox Stock Appreciation Rights
- Amazon RSUs
- health insurance
- long-term care insurance
- long-term and short-term disability insurance
- life insurance
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningdeep learningcomputer visiondataset curationmodel validationmodel trainingsemantic map element detectionPythonPyTorchNumPy
Soft Skills
technical leadershipcollaborationcommunicationproblem-solvingorganizational skills
Certifications
MS in Computer SciencePhD in Computer Science