Specialist, Algorithm R&D (MLAI)

KLA

Job Location:

Chennai - India

Monthly Salary: Not Disclosed

Posted on: 30+ days ago

Vacancies: 1 Vacancy

Job Summary

Company Overview

KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop smartphone wearable device voice-controlled gadget flexible screen VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles integrated circuits packaging printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration research and development. KLA focuses more than average on innovation and we invest 15% of sales back into R&D. Our expert teams of physicists engineers data scientists and problem-solvers work together with the worlds leading technology providers to accelerate the delivery of tomorrows electronic devices. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.

Group/Division

KLA advanced computing Labs (ACL) mission in India is to deliver advanced parallel computing research and software architectures for AI HPC Cloud solutions to accelerate the performance of KLAs products. ACL explores high-risk approaches pioneering technologies and novel methods to accelerate KLAs algorithms and contribute to KLAs HPC technology roadmap. Located out of the IIT Madras Research Park in Chennai India we engage leading thinkers in academia industry and KLAs business units to create innovative parallel computing methods to enable KLAs business growth.

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

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; Masters Level Degree and related work experience of 6 years; Bachelors Level Degree and related work experience of 8 years

We offer a competitive family friendly total rewards package. We design our programs to reflect our commitment to an inclusive environment while ensuring we provide benefits that meet the diverse needs of our employees.

KLA is proud to be an equal opportunity employer

Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview to become an employee or for equipment. Further KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched KLAs Careers website for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication an interview an offer of employment or that an employee is not legitimate please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.

Required Experience:

Company OverviewKLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop smartphone wearable device voice-controlled gadget flexible screen VR device or smart car woul...

Company Overview

Group/Division

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

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; Masters Level Degree and related work experience of 6 years; Bachelors Level Degree and related work experience of 8 years

KLA is proud to be an equal opportunity employer

Required Experience:

Key Skills

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About Company

KLA

Calling the adventurers ready to join a company that's pushing the limits of nanotechnology to keep the digital revolution rolling. At KLA, we're making technology advancements that are bigger—and tinier—than the world has ever seen. Who are we? We research, develop, and manufacture t ... View more

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