Full-Time

Perception

Machine Learning R&D Scientist

Posted on 4/18/2024

Bright Machines

201-500 employees

Software-defined intelligent manufacturing solutions

Data & Analytics

Robotics & Automation

Industrial & Manufacturing

Senior

San Francisco, CA, USA

Required Skills

Python

Requirements

Phd in Computer Engineering, Computer Science or equivalent
1+ year of relevant experience
Programming language experience with C/C++ and Python
Experience with statistical analysis of data and mathematical modeling
Experience with developing machine learning
Publications at leading conferences such as CVPR, ECCV/ICCV, NeurIPS, ICLR, ICRA, IROS, SIGGRAPH
Excellent communication

Responsibilities

Research, develop and prototype advanced software technologies in the domain of machine learning, anomaly detection, domain adaptation, contrastive learning, self-supervised learning, and continuous training
Develop models for specific use-cases and work on model generalization
Maintain and improve the current machine learning pipeline
Analyze and improve performance, accuracy, and robustness of the solutions currently deployed
Communicating with other scientists and with the company, brainstorming and contribute to publications and patents

RETHINK 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 ROLE

As a Machine Learning R&D Scientist in the Robot Perception team at Bright Machines, you will be one of the key contributors to research new innovative algorithms up to a production software level that will launch industrial-strength advanced features for the Bright Robotic Cells.

We are seeking highly skilled, highly motivated scientists and engineers to join us. As member of the perception team, your primary job is to do research and develop cutting-edge solutions, technologies and algorithms in the field of computer vision and machine learning, solving the greatest challenges in the industrial automation domain. You will design, develop and deliver solutions using state-of-the-art algorithms, leveraging research from academia and industry. You will have opportunity to work with several other scientists, as well as university and attends conferences to meets others researchers. With your teammates. you will participate to brainstorming session where you will provide your expertise and contribute to publications and patents.

WHAT YOU WILL BE DOING

Research, develop and prototype advanced software technologies in the domain of machine learning, anomaly detection , domain adaptation, contrastive learning, self supervised learning and continuous training
Develop models for specific use-cases and work on model generalization.
Maintain and improve the current machine learning pipeline
Analyze and improve performance, accuracy, robustness of the solutions currently deployed
Communicating with other scientists and with the company, brainstorming and contribute to publications and patents

WHAT WE WANT TO SEE

Phd Computer Engineering, Computer Science or the equivalent in experience with evidence of exceptional ability.
1+ year of relevant experience
Programming language experience with C/C++, and Python
Experience with statistical analysis of data and mathematical modeling
Experience with developing machine learning
Publications at leading conferences such as CVPR, ECCV/ICCV, NeurIPS, ICLR, ICRA, IROS, SIGGRAPH
Excellent communication

BE 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.

Bright Machines

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Website

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Bright Machines is pioneering in the integration of computer vision, machine learning, 3D simulation, and adaptive robotics into intelligent, software-defined manufacturing solutions. This enhances production flexibility and scalability, making it an excellent place to work for those interested in cutting-edge technology and transformative approaches in the manufacturing sector. Their focus on addressing both current and future manufacturing needs reflects a forward-thinking company culture dedicated to innovation and industry leadership.

Company Stage

N/A

Total Funding

$796M

Headquarters

San Francisco, California

Founded

2018

Growth & Insights

Headcount

6 month growth

↓ -2%

1 year growth

↓ -14%

2 year growth

↓ -31%