lever
Senior / Staff Machine Learning Engineer - Perception Mapping
Zoox
CAN
Full-time
Senior
Hybrid
Discovered 1 weeks ago
cplusplusnumpypythonpytorch
Free
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cplusplusnumpypythonpytorch
Full Job Posting
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
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
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)
Bonus Qualifications:
Experience with C++
Experience with CUDA and/or GPU programming
Experience with mapping related ML techniques
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