Autonomy Engineer - Deep Learning
Core
Designing and deploying real-time deep learning models for autonomous navigation in unknown environments using visual data.
Role type
Senior IC deep learning engineer (autonomy/computer vision)
Builds
Autonomous flight software for aerial robots
Domain
Robotics + Computer Vision
Deliverable
production ML models
Required skills
Deep learning model design and training, Computer vision algorithms, Embedded systems optimization, Data curation and labeling, Python, PyTorch, C++, Academic literature review
Preferred skills
Foundation models, Knowledge distillation, Few-shot learning, Occupancy networks, Automated path planning
Technologies
PyTorch, C++, Python
Responsibilities
Design, implement, and deploy computer vision and multimodal deep learning models; Leverage real world and synthetic data for training and evaluation; Refine and optimize models for low-latency on embedded hardware; Develop evaluation benchmarks and metrics
Seniority
Senior, hands-on IC
