Senior Machine Learning Engineer - Perception job in San Jose
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Role details
Tech stack
Job description
We are seeking a highly skilled Sr. CV Engineer to join our team. As a CV Engineer, you will develop, implement, and optimize our custom CVML algorithms for our robotics systems. You should have a strong background in any of the following technologies: ML modeling (preferably object detection & segmentation), classical CV algorithms and multi-view geometry. The ideal candidate will be proficient in programming languages such as C++ and Python.
What you’ll do
- Develop, implement, and optimize CV/ML algorithms for robotics systems
- Train, test and deploy custom ML models on embedded systems
- Collaborate with cross-functional teams to integrate models and algorithms technology into our products.
- Stay up to date with latest research in computer vision and devise custom algorithms
- Create and maintain code documentation and unit tests
Requirements
- Bachelor’s or Master’s degree in Computer Science, Robotics, Electrical Engineering or related field
- Strong background in most of the following technologies: ML modeling (preferably object detection & segmentation), classical CV algorithms and multiview geometry
- Experience with training multi-head DL architectures
- Familiarity with all DL architectures related to 3D vision
- Developing scalable training pipelines in the cloud
- Proficient in Pytorch
- Strong foundations in multi-view geometry
- Proficiency in programming languages such as C++ and Python
- Bonus: Experience with ROS 2, TensorRT
- Strong problem-solving skills and ability to work in a fast-paced environment.
- Strong verbal and written communication skills.
About the company
About Bonsai Robotics
Bonsai Robotics develops affordable, vision-based autonomy that makes off-road equipment smarter, safer, and more productive. We are redefining outdoor autonomy with Bonsai Intelligence, a connected platform that’s inspired by biology to see, think, and act with precision like a human. We bring together advanced perception, embodied AI, integrations with equipment manufacturers, and our compact, modular Amiga vehicles to deliver reliable automation to the world’s most demanding field operations-reducing costs and increasing operational efficiencies.
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