Senior Machine Learning Engineer - Perception job in San Jose

BONSAI ROBOTICS INC.
San Jose, CA, United States
8 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Compensation
$150,000.0 - $220,000.0
Working hours
Regular working hours

Tech stack

Computer Vision Unit Testing C++ (Programming Language) Software Documentation Python (Programming Language) Machine Learning Object Detection Pytorch Information Technology TensorRT Programming Languages

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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