Senior, Machine Learning Engineer
Core
Design, develop, and deploy deep learning models for camera-based perception (object detection, segmentation, depth estimation) to support autonomous driving systems.
Role type
Senior IC machine learning engineer (computer vision/perception)
Builds
Perception models and inference pipelines for autonomy stacks
Domain
Autonomous driving / Robotics
Deliverable
production ML models
Required skills
Deep learning model development, Python, PyTorch, distributed training, CNNs, transformers, multi-task models, model debugging, data curation, experiment tracking
Preferred skills
Autonomous driving, simulation-based ML, BEV, monocular depth, structure-from-motion, Ray, camera calibration, geometric reasoning, 3D perception, production robotics deployments
Responsibilities
Develop and deploy deep learning models for camera-based perception; own end-to-end model development from data curation to deployment; write production-quality ML code for scalable pipelines; analyze model performance and failure modes; improve large-scale dataset preparation and infrastructure; partner with data teams on labeling strategies; collaborate with perception and simulation teams to integrate models; mentor junior engineers
Seniority
Senior, hands-on IC
