Senior Perception Engineer
Core
Design, train, and deploy machine learning models for perception in autonomous systems, including object detection, 3D perception, and multi-sensor fusion.
Role type
Senior IC perception engineer (autonomous systems)
Builds
Perception systems for autonomous vehicles, robotics, drones, and industrial automation
Domain
Autonomous systems, robotics, computer vision
Deliverable
production ML models
Required skills
Python, C++, object detection, classification, segmentation, tracking, scene understanding, 3D perception, geometric reasoning, multi-sensor fusion, temporal modeling, data pipeline development, evaluation metrics, model optimization for latency/compute/memory/power, failure diagnosis, large-scale dataset training
Preferred skills
Publications or significant research contributions in computer vision, machine learning, robotics
Technologies
cameras, LiDAR, radar, IMU
Responsibilities
Develop algorithms for object detection, classification, segmentation, tracking, and scene understanding; Build multi-sensor and multi-modal fusion systems; Create data, training, and evaluation pipelines; Optimize perception systems for real-time constraints on robotic platforms; Diagnose failures in deployed systems and improve models through data-driven iteration
Seniority
Senior, hands-on IC
