Research Engineer
Research Engineer
MaticRobots
Matic is a pioneering company focused on revolutionizing home robotics with its innovative floor cleaning robot that utilizes advanced spatial AI and real-time 3D mapping. The company is seeking a motivated perception engineer to design and implement machine learning algorithms for computer vision, contributing to the development of autonomous consumer robotics.
Qualification
- Robust machine learning background in computer vision and perceptual tasks
- Track record of product-focused research applied to real-world applications
- Fluency with Rust (or C++) and Python (PyTorch or similar tools)
- Ability to write clean, reliable code that is easily maintained
- Experience with 3D perception, multi-class object detection, and advanced robotics controls
Responsibility
- Translate open-ended, real-world problems into well-defined machine learning problems
- Design, build, and code computer vision-based algorithms
- Build novel neural network architectures
- Design and implement robust 3D geometry-based vision algorithms
- Build scalable machine learning infrastructure to train on large datasets
- Analyze results, continuously update and improve accuracy & speed of various algorithms
- Deploy algorithms & machine learning pipelines at scale on edge devices
- Cross-collaborate with Hardware, Electrical, and Systems teams
