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Computer Vision and Machine Learning Software Engineer (160222)

Company: AMD
Location: Santa Clara
Posted on: August 6, 2022

Job Description:

What You Do At AMD Changes EverythingAt 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.Software Engineer: Advanced Technologies Group - Computer Vision and Machine Learning Platform Advanced Technologies Group is a startup group within AMD with a mission to transform how our future generations will live by continuous innovation and advance AMD's future solution.The Role

  • In this role you will participate in SW development and test development for end-to-end machine learning-based solutions for camera and computer vision applications running on AMD Edge platforms
  • 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 on software architecture definition and design reviews
  • Measure, analyze, and optimize power and performance for both application and system software/hardware stack
  • Work with engineering teams cross technical functions, geographical regions and time zones, involving various facets of computer vision machine learning product The Person
    • Proven experience in a production software engineering environment using industry-standard tools and methodology
    • Excellent C, C++ programming and debugging skills
    • Analytical and methodical; a self-starter with ability to learn independently or within a team, and share knowledge with others
    • Strong background in computer vision, computer system architecture, and algorithm design
    • Effective verbal and written communication skills, with ability to express complex technical concepts to other team members 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 Windows/Android/Linux environment
      • Experience of profiling and optimization techniques for software and system stacks
      • Validated debugging and analysis skills, for root causing sophisticated 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 with Machine Learning/Deep Learning frameworks like Tensorflow, Pytorch
      • Experience with GPU-based hardware acceleration and related SW frameworks
      • Proven technical team leadership experience is an asset Academic CredentialsBS/MS degree in Computer Science, Electrical/Computer Engineering, or Applied Math Requisition Numbe r: 160222Country: United States State: California City: Santa ClaraJob Function: Design Benefits offered are described here .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.

Keywords: AMD, Santa Clara , Computer Vision and Machine Learning Software Engineer (160222), IT / Software / Systems , Santa Clara, California

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