Computer Vision / Machine Learning Platform Software Engineer- 127301

Location: Markham, Ontario, CA

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.
 

 

 

MTS Software Engineer: Advanced Technologies Group – Computer Vision and Machine Learning Platform SW 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.

The Person:

  • Co-engineer with OEM / ISV for end-2-end Computer Vision / Machine Learning solutions.
  • Partner with customer engineering teams to support global customers.
  • Partner with engineering teams cross technical functions, geographical regions and time zones, involving various facets of computer vision machine learning product and prototype development.
  • 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

Key Responsibilities:

  • Experience with software engineering and C, C++ programming
  • Experience working closely with customers to enable solutions.
  • Experience with Machine Learning/Deep Learning frameworks like Tensorflow, Pytorch
  • Good understanding of deep learning concepts like CNN, RNN/LSTMs
  • Background in computer vision, computer system architecture, and algorithm design
  • Effective communication skills, strong teamwork to join a global organization working cross geographical regions and time zones

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
  • Proven debugging and analysis skills, for root causing complex issues at both application and system level
  • Experience with GPGPU compute like OpenCL, DirectX Compute
  • Good understanding of deep learning concepts like CNN, RNN/LSTMs
  • 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:

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

Location:

Markham, ON

 

 

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Requisition Number: 127301 
Country: Canada Province: Ontario City: Markham 
Job Function:Design
 

 

AMD is an inclusive employer dedicated to building a diverse workforce. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective provincial human rights codes throughout all stages of the recruitment and selection process. Any applicant who requires accommodation should contact AskHR@amd.com.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies or fee based recruitment services.

 

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