Senior Perception Engineer
Core
Design, implement, and test algorithms for sensor fusion, object detection, tracking, and classification to develop autonomous and operator-assisted driving systems for mobile off-road machines.
Role type
Senior IC perception engineer (autonomous systems)
Builds
Production perception software and algorithms for heavy equipment
Domain
Off-road autonomous machinery / Computer Vision / Machine Learning
Deliverable
production ML models | product features
Required skills
C++, Python, computer vision, machine learning, sensor fusion, object detection, tracking, classification, debugging, verification and validation
Preferred skills
lidar, radar, camera sensors, ROS/AIS, OpenCV, TensorFlow, Pytorch, Git, CMake, Docker, GoogleTest, Azure DevOps, Jira, AWS (EC2, S3, Batch)
Responsibilities
Solve complex perception challenges for autonomous heavy equipment in dynamic off-road environments; Develop and optimize algorithms for sensor fusion, object detection, tracking, and classification; Analyze customer and machine data to identify performance gaps and drive continuous improvement; Participate in Agile software development from requirements through validation and deployment; Use debugging and validation tools to analyze and resolve perception software issues
Seniority
Senior, hands-on IC