Analyst, Algorithm Research

4 days ago

Chennai, Tamil Nadu, India KLA Full time ₹ 15,00,000 - ₹ 25,00,000 per year

Job Description/Preferred Qualifications

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 Pythonwith 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

  • Strong background in machine learning using regression models and TensorFlow framework
  • Background in software architecture, modern development practices, and design patterns
  • 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 computational physics and numerical simulations 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 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years

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