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Deep Learning Software Architect

5.00 to 6.00 Years   Bangalore   30 Sep, 2020
Intel Technology India Pvt Ltd
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

Job ID: JR0145328Job Category: EngineeringPrimary Location: Bangalore, KA INOther Locations:Job Type:Deep Learning Software ArchitectJob DescriptionJob description

  • Strong programming skills, Hands On, C/C++ in Linux environment
  • Machine Learning / Deep Learning / Image Classification / Object Detection / Recommendation Systems / NLP
  • TensorFlow/PyTorch/MxNet/ Training/Inference
  • Prior experience with LLVM / MLIR
  • 5-6 years of experience in designing Test Frameworks/Strategies in Machine Learning/Deep Learning
  • Scale Out Configurations for Training/Inference
  • Graph Compiler, Optimizations
  • Power and Performance Analysis
  • Python or any other scripting language hands on experience
  • Python Test Framework (PyTest) / Google Test Framework (GTEST)
  • Continuous Integration knowledge (CD/CI Jenkins/Gerrit/Scripts)
  • The candidate should be able to understand complex software designs, algorithms, and should be able to design the test cases to test different scenarios. This includes the functional, performance and stress tests.
  • The candidate will be expected to write verification test plans and write tests to execute those plans. Candidates will need to debug failing tests, then work with component owners to resolve bugs.
Successful software engineer can anticipate failure modes and write punishing test content to stress the design and identify bugs. Candidate will analyze coverage gaps and devise strategies to fill coverage holes.Qualifications
  • Qualifications
Education: B.Tech/M.Tech ECE or CS from reputed instituteExperience: 15 20 years of relevant experienceBehavioral traits: Problem-solving Skills - Ability to Multitask - Strong Written and Verbal Communication Skills - Ability to Work in a Dynamic Team-Oriented environmentProficiency in C, C++, Algorithms, Standard Template Library (STL) and python, PyTest/GTest, TensorFlow/PyTorch/MxNet, Developing Test Frameworks for Scale Out ConfigurationsSoftware test specifications, Development of Test Cases, Experience in Developing and validating Device drivers, Experience of working on Complex SOCs SW Stack, Ability to understand Hardware Features from data sheets.Knowledge of Machine Learning algorithms, Deep Learning algorithms, Agile development process, Continuous Integration, Jenkins etc.Inside this Business GroupINJR0145328Bangalore,

Keyskills :
javadeliverysitesql serverframeworktest casesdeep learningfailure modesdevice driversproblem solvingmachine learningobject detectionagile developmentposition management

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