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MTS Software System Design Eng.

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MTS Software System Design Eng. in Bengaluru, India

  • AMD
  • Full time
  • Senior
  • Email
  • Bengaluru, India
  • 13/05/2021
  • Report


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.

 

JD:

AMD is looking for an experienced engineer for an exciting role in CPU ML performance libraries team. This person will be a member of a core team and will work with the latest hardware and software technology. The person will interact closely with key AMD technical experts to ensure the best possible performance and results on AMD platforms along with the ML perf submission with inhouse developed ML performance library, characterize and performance benchmarking of Deep Learning framework on different processor architecture. Design, development and debugging of automated performance benchmarking framework to automate the standard Deep Learning Framework.

The successful candidate for this position will be responsible for developing/optimization and testing of the CPU ML libraries for AMD processors. This is a great opportunity to work as a part of highly regarded team to deliver leading edge solutions.

Skill Requirement:

  • Strong technical skills and experience in software product development using C, C++, python etc.
  • Strong understanding of data structure and parallel algorithms 
  • Experience in pthreads, OpenMP and other parallel API interfaces 
  • Experience in analyzing performance bottlenecks, and implementing optimizations to relieve analyzed bottlenecks
  • Experience with industry standard and emerging ML benchmark suites such as MLPerf
  • Thorough understanding of processor architecture, cache system, Instruction Set Architecture, Registers etc
  • Knowledge of one or more CPU Profiling tools
  • Experience in software performance analysis and optimization
  • Experience in DL frameworks/fundamentals
  • Exposure in ML, particularly in CNN algorithms, optimization of Kernels.
  • Strong skills in analyzing performance of software/hardware solutions on multi-core architectures; understanding of multi-core architecture fundamentals (core, cache, memory, bus, PCIe, etc)
  • Experience executing, analyzing, and optimizing neural networks in TensorFlow, Caffe2, PyTorch or similar frameworks
  • Background and understanding of neural network operators and mathematical operations: linear algebra, math libraries, desirable
     
  • Excellent communication skills (written and verbal) and team player
     

Addon:

  • Experience in Assembly programming and optimizations for x86 architectures



Requisition Number: 93633 
Country/Region/Location: India State/Province: Karnataka City: Bangalore 
Job Function: 
Design  

AMD

Founded in 1969 as a Silicon Valley start-up, the AMD journey began with dozens of employees focused on leading-edge semiconductor products. From those modest beginnings, AMD has grown into a global company of 10,000 people, achieving many important industry firsts a...

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