Third Wave Automation is looking to solve the problem of materials handling by applying modern machine learning to deliver site-specific forklift navigation and infrastructure-free pallet handling that continuously adapts to changing floor configuration and warehouse demand.
Requirements
- Strong software development skills that encourage code reuse among researchers and ability to write efficient, clean, and reusable code in Python.
- C++ experience is a bonus.
- Experience with ML frameworks such as PyTorch and Tensorflow, and with cloud computing platforms such as Google Cloud or Amazon Web Services.
- Professional experience developing machine learning infrastructure for robotics systems.
- Deep experience and understanding of machine learning for computer vision.
- Experience with ROS or other robotics frameworks.
- Experience selecting and working with RGB-D sensors such as Intel Realsense or Microsoft Kinect.
Responsibilities
- Utilize knowledge of machine learning system design, architectures, and training.
- Write maintainable code inside our highly collaborative codebase. Deliver high-quality software design, documentation and implementation.
- Help drive the development of a state of the art continual learning system.
- Provide input on all aspects of product development from brainstorming to final delivery.
- Provide technical leadership in your areas of specialization and contribute original ideas and improvements to project designs, pipelines, and tools.
Other
- PhD or Master’s degree, or equivalent experience, in Robotics, CS, EE, or related quantitative discipline with a focus on Machine Learning, Artificial Intelligence, Computer Vision, Manipulation or similar.
- 5+ Years of professional experience in hands-on development of machine learning systems and/or machine learning infrastructure.
- A desire to create new innovative approaches to perception and manipulation and to improve personal development and skills.
- Open to new challenges and work independently across disciplines to both investigate issues and identify solutions.
- Ability to work in the United States
