Perception Research Engineer at Bright Machines
San Francisco, CA
About the Job
San Francisco, CaliforniaSoftware Engineering /Full time /On-siteRETHINK MANUFACTURING The 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 the both internal and external stake holders to ensure successful roll-out of our products, as-well-as help define and influence the future product roadmap.WHAT YOU WILL BE DOINGDevelop, 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 dataImplement and optimize current and new algorithms for navigation and inspection for high performance & running on accelerated computeDeveloping scenarios to test accuracy and performance of Robot Perception software using hardware and software in the loop testing environmentsCommunicating with developers, mechanical and electrical engineers to proactively identify problems and gaps in test coverage and documentationDeveloping clear and concise test reportsQualifying each release of Robot Perception team's software for deployment to the microfactories WHAT WE WANT TO SEEMaster'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 preferredExpertise in machine vision and sensor calibrationWHAT WE WOULD LIKE TO SEE GPU programming experience Experience in multi-threading optimizationDeep knowledge in system design ML model development and data curation experienceExperience with build & test automation and CI/CD tools Professional experience with robotics, control systems and sensors WHO YOU AREYou are customer obsessedYou drive for results, and act like an ownerYou believe in the power of a team, diversity of thought, and unity of actionYou always act with integrity, keep your commitments, and practice transparencyYou think boldly, lead with courage, and demand the highest standards$160,000 - $210,000 a year#LI-DNIBE EMPOWERED TO CHANGE AN INDUSTRY We’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 “Technology Pioneer” by the World Economic Forum, one of “America’s Most Promising Artificial Intelligence Companies” by Forbes, and an Inc
“Best in Business” winner.
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 the both internal and external stake holders to ensure successful roll-out of our products, as-well-as help define and influence the future product roadmap.WHAT YOU WILL BE DOINGDevelop, 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 dataImplement and optimize current and new algorithms for navigation and inspection for high performance & running on accelerated computeDeveloping scenarios to test accuracy and performance of Robot Perception software using hardware and software in the loop testing environmentsCommunicating with developers, mechanical and electrical engineers to proactively identify problems and gaps in test coverage and documentationDeveloping clear and concise test reportsQualifying each release of Robot Perception team's software for deployment to the microfactories WHAT WE WANT TO SEEMaster'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 preferredExpertise in machine vision and sensor calibrationWHAT WE WOULD LIKE TO SEE GPU programming experience Experience in multi-threading optimizationDeep knowledge in system design ML model development and data curation experienceExperience with build & test automation and CI/CD tools Professional experience with robotics, control systems and sensors WHO YOU AREYou are customer obsessedYou drive for results, and act like an ownerYou believe in the power of a team, diversity of thought, and unity of actionYou always act with integrity, keep your commitments, and practice transparencyYou think boldly, lead with courage, and demand the highest standards$160,000 - $210,000 a year#LI-DNIBE EMPOWERED TO CHANGE AN INDUSTRY We’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 “Technology Pioneer” by the World Economic Forum, one of “America’s Most Promising Artificial Intelligence Companies” by Forbes, and an Inc
“Best in Business” winner.
