Senior / Staff Machine Learning Engineer - Perception Mapping
Core
Design, train, validate, and integrate ML models to detect semantic map elements for autonomous vehicle navigation.
Role type
Senior IC machine learning engineer (perception mapping)
Builds
Online mapping systems for self-driving robots
Domain
Autonomous vehicles / Computer vision
Deliverable
production ML models
Required skills
Computer vision, robotics, deep learning model training and deployment, Python (PyTorch, NumPy), data curation and labeling, model validation pipelines, onboard system integration, technical leadership
Preferred skills
C++, CUDA, GPU programming, mapping-related ML techniques
Technologies
PyTorch, NumPy, CUDA
Responsibilities
Curate, validate, and label datasets for model training; Research, implement, and train ML models for semantic map element detection; Collaborate with validation teams to execute model validation pipelines; Integrate models into the onboard autonomy system within compute budgets; Maintain coding and ML development best practices; Contribute to architectural decisions
Seniority
Senior, hands-on IC
