Senior / Staff Machine Learning Engineer - Perception Mapping

Job description

Job 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

Job 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)
• Experience with C++
• Experience with CUDA and/or GPU programming
• Experience with mapping related ML techniques