MTS CVML Software Engineer

Location: Santa Clara, California, US

Company: Advanced Micro Devices

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What you do at AMD changes everything 
 

At AMD, we push the boundaries of what is possible.  We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies – building blocks for gaming, immersive platforms, and the data center. 
 

Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the “extra mile” to achieve unthinkable results.  It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world.   If you have this type of passion, we invite you to take a look at the opportunities available to come join our team.
 

 

Computer Vision and Machine Learning MTS Software Engineer

 

THE ROLE:

Advanced Technologies Group (ATG) is a technology group running at the innovation forefront of AMD with missions in developing new camera/computer vision/machine learning technologies and solutions to transform how our we will live and work on AMD next generation platforms. In this role you will participate in developing end-to-end machine learning-based solutions for camera and computer vision applications running on AMD Edge platforms.

 

THE PERSON:

  • BS degree in Computer Science, Electrical/Computer Engineering, or Applied Math
  • 5+ years working experience in relevant field.
  • Experience with Machine Learning/Deep Learning frameworks like Tensorflow, Pytorch; or alternatively experience with system software stack (driver/OS level) on Android/Linux/Windows environments
  • Good understanding of deep learning concepts like CNN, RNN/LSTMs
  • Strong background in computer vision, computer system architecture, and algorithm design
  • Communication - The ability to convey information clearly and accurately to express designs and ideas while still foster good collaboration and team energy. This includes using a technically sound communication style both verbally and in writing.
  • Strong team player – Willing to jump in and help others to tackle issues even if it is outside area of focus. Being flexible to work with team members across geographical regions

 

 

KEY RESPONSIBILITIES:

  • In this role you will participate in developing end-to-end machine learning-based solutions for camera and computer vision applications running on AMD Edge platforms
  • Work with engineering teams cross technical functions, geographical regions, and time zones, involving various facets of computer vision machine learning product
  • Work closely with HW and SW teams and get your hands on a broad range of activities from solution design, software development, to optimization and deployment for Edge platforms
  • Work closely with architecture teams to provide timely feedback and direction on various architectural design decisions
  • Measure, analyze, and optimize power and performance for both application and system software/hardware stack
  • Determine and implement unit testing and end-to-end testing strategies for the solutions that you design and develop

 

 

PREFERRED EXPERIENCE:

  • Experience with end-to-end software application development flow – from design to development to integration and testing
  • Experience in developing computer vision algorithms using OpenCV and/or Deep Learning approaches
  • Experience with system software (driver/OS level) on Android/Linux/Windows environment
  • Experience of profiling and optimization techniques for software and system stacks
  • Experience with hardware-accelerated compute platforms such as GPGPU compute (CUDA/OpenCL) or NPU/DSP compute
  • Proven debugging and analysis skills, for root causing complex issues at both application and system level
  • Experience with camera architecture, camera APIs and other camera algorithms
  • Experience in development of any of the deep learning compiler frameworks like TVM, Glow or XLA; or other LLVM-based compilers

 

 

ACADEMIC CREDENTIALS:

  • Minimum BS degree in Computer Science, Electrical/Computer Engineering, or Applied Math

 

LOCATION:

  • Santa Clara

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Requisition Number: 142325 
Country: United States State: California City: Santa Clara 
Job Function: Design
  

 

AMD does not accept unsolicited resumes from headhunters, recruitment agencies or fee based recruitment services. AMD and its subsidiaries are equal opportunity employers. We consider candidates regardless of age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status. Please click here for more information.

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