Perception Research Engineer

Company: Bright Machines, Inc.
Location: San Francisco
Posted on: November 13, 2024

Job Description:

RETHINK MANUFACTURINGThe only way to ignite change is to build the best team. At Bright Machines, we're innovators and experts in our craft who have joined together to create a new category of manufacturing that will help transform the industry. We believe software and data are the answer, thoughtfully applied to solve our customers' unique challenges. Through intelligent automation, we give factories newfound flexibility, scalability, and resilience. We deliver products to meet the demands of today while building a platform to take advantage of what comes next.Working with us means you'll have the opportunity to make lasting, impactful changes for our company and our customers. If you're ready to apply your exceptional skills to create the factory of the future, we'd love to speak with you.ABOUT THE ROLEAs a Perception Research Engineer in the Robot Perception team at Bright Machines, you will be a hands-on contributor to the development and deployment of industrial strength robot-based automation with 3D-vision system for navigation and visual-validation on the Bright Robotic Cells.As a member of this team, you will develop, maintain and improve the Bright Machines Perception platform and applications. The platform provides the core components & tools needed to support experimentation, verification, monitoring and deployment of 3D Vision and ML models in production. You will design, develop highly automated verification and validation pipelines, with Bright Robots in the loop, to help release features of highest quality using Agile best practices. You will have the opportunity to work with the service engineering team to deploy these advanced vision-based solutions and work closely with both internal and external stakeholders to ensure successful roll-out of our products, as well as help define and influence the future product roadmap.WHAT YOU WILL BE DOING

• Develop, maintain and improve the Bright Machines Perception platform and applications.
• Integrate and verify algorithms and functional features, developing software automation pipelines/tools to execute tests, collect and analyze data.
• Implement and optimize current and new algorithms for navigation and inspection for high performance & running on accelerated compute.
• Developing scenarios to test accuracy and performance of Robot Perception software using hardware and software in the loop testing environments.
• Communicating with developers, mechanical and electrical engineers to proactively identify problems and gaps in test coverage and documentation.
• Developing clear and concise test reports.
• Qualifying each release of Robot Perception team's software for deployment to the microfactories.WHAT WE WANT TO SEE
  • Master's degree in Computer Science, PhD preferred.
  • 1-3 years of relevant experience.
  • Programming language experience with Python and/or C++.
  • Experience with ML framework, Pytorch preferred.
  • Expertise in machine vision and sensor calibration.WHAT WE WOULD LIKE TO SEE
    • GPU programming experience.
    • Experience in multi-threading optimization.
    • Deep knowledge in system design.
    • ML model development and data curation experience.
    • Experience with build & test automation and CI/CD tools.
    • Professional experience with robotics, control systems and sensors.WHO YOU ARE
      • You are customer obsessed.
      • You drive for results, and act like an owner.
      • You believe in the power of a team, diversity of thought, and unity of action.
      • You always act with integrity, keep your commitments, and practice transparency.
      • You think boldly, lead with courage, and demand the highest standards.COMPENSATION$160,000 - $210,000 a year#LI-DNIBE EMPOWERED TO CHANGE AN INDUSTRYWe're looking for people who believe they can personally help modernize a global industry and want to work alongside passionate teammates who share their vision. As a global company working toward a common goal, we have a highly collaborative and inclusive approach to work, striking a balance between celebrating team success and focusing on individual growth.We exist to transform the way things are made. Join us on the journey.Bright Machines was named a "" by the World Economic Forum, one of "" by Forbes, and an Inc. "" winner.
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Keywords: Bright Machines, Inc., Fremont , Perception Research Engineer, Engineering , San Francisco, California