Applied Computer Vision Machine Learning Manager / Team Lead - 127302 Job in Markham for AMD | Jobs.ca
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Applied Computer Vision Machine Learning Manager / Team Lead - 127302

November 30 2021
Categories Computer Engineering, Software Engineering, Data analyst, BI, Mining, AI, Education, Library, HR, Training, Information Technology
Markham, ON



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.

Manager / Team Lead: Advanced Technologies Group – Computer Vision and Machine Learning Platform

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 Role:

  • In this role you will lead a global team in developing and commercializing models from concept to end-to-end machine learning-based solutions on AMD platforms
  • Partner with global HW and SW teams across technical functions in a broad range of activities from architecture, solution design, software development, performance/power optimization and deployment on AMD platforms.
  • Engaged in pre-silicon, post-silicon and commercialization phases of SW development.
  • Partner with Test and QA teams to ensure features are validated at the unit, integration and system levels

The Person:

  • Solid years experience in leading a SW development team.
  • Strnong experience with software engineering and C, C++ programming
  • Experience with Machine Learning/Deep Learning frameworks like Tensorflow, Pytorch
  • Good understanding of deep learning concepts like CNN, RNN/LSTMs
  • Strong 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
  • 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

Acamdemic Credentials:

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

Location:

Markham, ON

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Requisition Number: 127302
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.

Apply now!