Senior Computer Vision Engineer
San Jose, CA
Bonsai Robotics
Bonsai provides vision-based automation solutions to combat growers’ biggest challenge: the labor crisis.About Bonsai Robotics
Bonsai Robotics' mission is to create the next leap forward in agriculture equipment efficiency by creating a new ecosystem of semi-autonomous robotic machinery. Orchards are dusty, hazard-filled, and GPS-denied. The GPS-based autosteer features that have driven row crop efficiencies cannot function in orchards. Our vision, AI, and machine control systems offer human-level environment understanding and local navigation capabilities and will be the platform for a new wave of innovation in agricultural production and management systems.
We simultaneously solve twin crises impacting nut growers and most of specialty agriculture: there is not enough human labor when you need it, and operational expenses are growing dramatically. Our state-of-the-art technology empowers orchard managers to optimize their operations, dramatically reduce operational expenses, and increase profitability. We are pursuing a Bonsai Inside strategy, and partnering with the largest orchard Original Equipment Manufacturers (OEMs) in the retrofitting of existing machines and design of new form factors.
Job Overview:
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.
Key Responsibilities:
- 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
Qualifications:
- 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.
If you have a passion for computer vision, robotics, and developing innovative technology solutions, we encourage you to apply for this exciting opportunity as a Senior CV Engineer.
Bonsai Robotics values diversity, inclusivity, and excellence in hiring and strongly encourages candidates from traditionally underrepresented backgrounds to apply.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Computer Science Computer Vision Engineering Machine Learning ML models Pipelines Python PyTorch Research Robotics TensorRT
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