Perception Software Engineer
Core
Developing state-of-the-art perception and localization for forestry machines using classical and deep learning methods to improve operator experience and enable semi-automation.
Role type
Senior IC perception software engineer (computer vision/SLAM)
Builds
Real-time perception and localization systems for forestry machines
Domain
Forestry automation + Computer Vision/Deep Learning
Deliverable
production ML models
Required skills
Computer vision algorithms, SLAM, Deep learning, Neural network deployment, Embedded systems programming, Linux development, Bug fixing, Data infrastructure management
Preferred skills
Experience deploying models on embedded devices with runtime constraints, Linux environment proficiency
Technologies
Camera sensors, Lidar sensors, Neural Networks, Linux
Responsibilities
Solving bugs in existing operator support products, Adapting models to new environments and markets, Developing capabilities for understanding tree characteristics and terrain, Building and maintaining testing and data infrastructure, Releasing functionality to the field
