Senior Deep Learning R &D Engineer

Intel
Bangalore
3 - 8 yrs exp
3 - 8 yrs exp
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About opportunityAbout opportunity

Job Description:

  • You will be working on cutting edge problems in Deep Learning for Internal Nervana SW Stack
  • In this role you will have opportunity to develop software for innovative Intel deep learning accelerator: the Intel Neural Network Processor
  • Responsible for analyzing and optimizing deep learning (DL) and machine learning (ML) models, algorithms and applications on current and next generation Intel hardware and instruction sets.
  • Responsible for convergence of various neural network topologies using data science and numerical algorithms
  • ML kernels, Low level programming. Optimizations for distributed Deep Learning systems

Qualifications:

  • MS or PhD in CS/ECE/Data Science or related fields with 5+ years of relevant experience in AI/Deep Learning
  • Exceptional C++ and Python coding skills; and familiarity with Python/C++ interoperability
  • Strong expertise in DL frameworks (eg Tensorflow, Caffe) and Topologies (eg Resnet)
  • Strong expertise in Statistics and Data Science algorithms
  • Solid expertise in Numerical methods and algorithms for convergence and optimization is a MUST
  • Experience in both algorithmic and HW-aware performance optimization techniques
  • Experience in low level assembler programming including DSP instruction set is MUST
  • Strong Debug and performance optimization skills for System Software stacks.
  • Working experience with performance analysis tools like VTune is a big plus
  • Knowledge of GPGPU programming technologies
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