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Full-Time

Staff Autonomy Software Engineer

Posted on 8/1/2023

Brain Corp

Brain Corp

201-500 employees

Develops autonomous robots for task automation

AI & Machine Learning
Robotics & Automation
Enterprise Software

Mid

San Diego, CA, USA

Category
AI & Machine Learning
Software Engineering
Required Skills
Agile
Python
Tensorflow
Data Structures & Algorithms
Pytorch
SCRUM
Linux/Unix
Data Analysis
Requirements
  • Master's or Ph.D. degree in Computer Science, Software engineering or a related field
  • Strong experience with machine learning, SLAM or Motion Planning algorithms
  • 4+ years of industry experience or comparable relevant skills
  • Strong experience in machine learning techniques (unsupervised, supervised, reinforcement, demonstration) and optimization algorithms
  • Strong coding skills Python and C++ in the Linux environment
  • Extensive experience converting publications to actual implementations
  • Experience in deep neural network packages (e.g. TensorFlow, PyTorch)
  • Experience designing and developing robotic systems using a robotic middleware (such as ROS), and existing libraries and tools
  • Track record of research excellence or/and experience converting publications to actual implementations
  • Experience with continuous integration, deployment and release management tools
  • Experience with Agile and Scrum methodology
  • Proven system integration and software architecture skills
  • Experience launching products containing machine learning algorithms
Responsibilities
  • Provides expertise and effectively implements solutions in machine learning algorithms, SLAM, motion planning and robotic perception to solve safe robotic navigation in complex environments
  • Surveys current state of the art and performs research in the field of machine learning, SLAM and motion planning and proposes new research directions
  • Researches and develops adaptive algorithms for robotic learning from human demonstration
  • Develops, integrates, and participates in deployment of solutions to the robot fleet along with assessment of real-world impact through data analysis
  • Provides guidance and mentorship to team members in the field of robotics, machine learning and software development that supports these
  • Researches and develops algorithms in the field of supervised, unsupervised and reinforcement learning for data analysis from the robotic fleet
  • Performs research and development in algorithms for speeding up robotic perception, mapping and motion planning on various hardware platforms
  • Provides expertise and guidance for the development of software frameworks and tools to streamline robotics research
  • Participates in expanding the research and development team

Brain Corp develops autonomous mobile robots (AMRs) that automate tasks like inventory management and floor care. Their main product, BrainOS, is an AI platform that enables these robots to operate efficiently and accurately. Brain Corp stands out by partnering with Original Equipment Manufacturers (OEMs) to integrate their technology into various robotic systems, allowing them to reach a wider market. The company aims to enhance productivity and operational efficiency for clients in retail, warehouses, and large facilities by providing both hardware and software solutions, including ongoing support and updates through a subscription model.

Company Stage

Series D

Total Funding

$193.3M

Headquarters

San Diego, California

Founded

2009

Growth & Insights
Headcount

6 month growth

6%

1 year growth

6%

2 year growth

18%
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Simplify's Take

What believers are saying

  • The $32 million investment from Tennant and the introduction of the X4 ROVR highlight Brain Corp's strong financial backing and innovative product pipeline.
  • The launch of the BrainOS InventoryAI Suite and the Dane AIR robot demonstrates Brain Corp's commitment to revolutionizing retail inventory management, offering significant efficiency gains for clients.
  • Expansion into new markets, such as Bentonville, indicates growth potential and the ability to capture a larger customer base.

What critics are saying

  • The reliance on partnerships with OEMs like Tennant could pose risks if these relationships falter or if partners develop competing technologies.
  • The competitive landscape in AI and robotics is intense, with numerous players vying for market share, which could impact Brain Corp's growth and profitability.

What makes Brain Corp unique

  • Brain Corp's BrainOS platform offers a unique combination of AI and robotics, specifically tailored for inventory management and floor care, setting it apart from general-purpose robotics companies.
  • Their strategic partnerships with OEMs like Tennant allow them to scale operations and integrate their technology into a variety of robotic platforms, enhancing market reach.
  • The SaaS model for BrainOS ensures continuous updates and support, providing clients with cutting-edge technology and reliable performance.

Benefits

Comprehensive medical, dental and vision insurance

401(k) retirement plans

Stock options

Flexible vacation

Basic life insurance and AD&D

Short and long-term disability insurance

Employee assistance program (EAP)

Flexible spending account plans (FSA)

INACTIVE