Senior Deep Learning Engineer (Perception)
Core
Research, develop, and deploy deep learning perception algorithms for autonomous drone systems used in wildfire suppression.
Role type
Senior Deep Learning Engineer (Perception)
Builds
Perception software stack for autonomous fire-fighting drones
Domain
Autonomous systems / Computer Vision / Robotics
Deliverable
production ML models
Required skills
Deep learning frameworks (PyTorch, Tensorflow, Jax), Python, C++, 3D perception, multi-modal sensor fusion, BEV models, end-to-end learning, data pipeline design, model debugging
Preferred skills
TensorRT optimization, prior experience in autonomous vehicles or safety-critical systems
Technologies
PyTorch, Tensorflow, Jax, C++, Python, TensorRT
Responsibilities
Research and implement deep learning algorithms for object detection, segmentation, and tracking; fuse data from cameras, LiDAR, and radar; design training and validation pipelines; integrate perception software into the autonomous stack; analyze field data to improve model accuracy; stay current on academic research in deep learning and computer vision
Seniority
Senior, hands-on IC
