Senior Autonomy Engineer - Deep Learning
Core
Design and implement real-time deep learning solutions for object detection, tracking, segmentation, and optical flow estimation on autonomous drones.
Role type
Senior IC deep learning engineer (autonomous systems)
Builds
Real-time vision systems for autonomous flight on embedded hardware
Domain
Robotics + Computer Vision
Deliverable
production ML models
Required skills
deep learning model deployment, synthetic and real-world dataset curation, software engineering (Python/C++), deep neural network prototyping and optimization, computer vision literature analysis
Preferred skills
unsupervised learning, few-shot learning, foundational models, low-latency optimization for embedded systems
Technologies
Python, C++, deep neural networks
Responsibilities
Design and implement deep learning solutions for detection, tracking, segmentation, and optical flow; curate and enhance synthetic and real-world image datasets; refine and optimize models for low-latency on embedded hardware; characterize and quantify vision system performance; research and prototype new approaches
Seniority
Senior, hands-on IC
