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    Specialist, Algorithm R&D - Chennai, India - 3110 K-T India

    3110 K-T India
    3110 K-T India Chennai, India

    Found in: Talent IN C2 - 3 days ago

    Default job background
    Full time
    Description

    Description

    Responsibilities

  • Design and develop machine learning software solutions for semiconductor device and thin film metrology
  • Work with both internal and external customers to define requirements for these software solutions
  • Build machine learning-based software solutions
  • Optimize algorithms and prototypical solutions for efficient implementation
  • Design, develop, implement, oversee, and adapt API
  • Extend prototypes into fully functional, polished solutions ready for internal and/or external use
  • Implement solutions in Python with TensorFlow
  • Write comprehensive unit tests and provide technical support during alpha and beta testing
  • Document the design and implementation of the software solutions, and give presentations both internally and externally regarding the work
  • Maintain new and existing software solutions throughout the life-cycle of our tools

    • Preferred Qualifications

  • Experience in computational physics and numerical simulations is highly desired
  • Strong background in machine learning using regression models and TensorFlow framework
  • Background in software architecture, modern development practices, design patterns and compilers i.e. LLVM/GCC/CLANG
  • Background in Python or C#, especially in writing production-quality, object-oriented code
  • Background in parallel / distributed computing, performance profiling, and memory optimization
  • Experience in API development is a plus
  • Experience in Azure DevOps is a plus
  • Experience in semiconductors (electrical properties, manufacturing, and metrology) is a plus
  • Ability and willingness to travel worldwide to support projects at customer sites is a plus

    • Minimum Qualifications

    Doctorate (Academic) Degree and related work experience of 3 years; Master's Level Degree and related work experience of 6 years; Bachelor's Level Degree and related work experience of 8 years
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