Autonomy Engineer - Deep Learning
Core
Design, train, and deploy optimized deep learning models for real-time autonomous navigation of aerial robots in unknown environments.
Role type
Senior IC deep learning engineer (autonomy/computer vision)
Builds
Real-time autonomy systems for drones (optical flow, depth estimation, object detection, mapping, path planning)
Domain
Robotics + Computer Vision + Deep Learning
Deliverable
production ML models
Required skills
Deep learning model design and training, Computer vision algorithms, Embedded hardware optimization, Data mining and curation, Synthetic data generation, Foundation model knowledge distillation, Python, PyTorch, C++, Academic literature research
Preferred skills
Experience with optical flow, stereo depth, few-shot learning, occupancy networks, automated path planning
Technologies
Python, PyTorch, C++
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