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Senior Deep Learning Platform Engineer

4.00 to 0.00 Years   Bangalore   26 Oct, 2021
Mercede
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

*Job DescriptionWe are bringing the next generation of AI enabled user interaction to Mercedes-Benz cars using deep learning. As a machine learning platform engineer, you will develop platform software related components for one of the most innovative, cutting-edge and technologically advanced product. You will be responsible for compressing & quantising neural networks, develop tools and methodologies to perform platform specific quantisation with minimal loss in accuracy.Responsibilities

  • Develop new ideas for machine learning within Pytorch
  • Optimize existing implementations within Pytorch
  • Research & implement distributed learning strategies.
  • Enhance multi-gpu and multi-node capabilities in Pytorch
  • Interface with research team to understand neural network algorithms.
  • Research and develop compression strategies for the target devices.
  • Document work artifacts and ensure alignment with internal development processes.
Desired Skills and Experience
  • Bachelor s degree in Engineering.
  • Minimum 4 years of relevant work experience, including hands-on development experience in C/C++, CUDA, Pytorch
  • Expert at python programming
  • Experience working on Unix based environment and/or embedded devices.
  • Good understanding of Linux OS
  • Experience on Shell scripting, Makefile
  • Excellent troubleshooting skills to root cause complex issues
  • Strong Data structure Knowledge
  • Strong Debugging & Bug-fixing skills
  • Good Analytical & Problem Solving skills
  • Sound Knowledge on Git and similar agile development practices.
  • Experience on OpenCL, Machine Learning is plus
  • Experience on Software Design, Architecture
  • Experience working with V100 GPUs
, *Educational Qualifications:Bachelors degree in any engineering (preferably computer science, electronics or releated academic courses)

Keyskills :
javacssdanishformsgatewayroot causeaston martinshell scriptingproblem solvingsoftware designneural networkscomputer sciencemachine learninguser interaction

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