Analyst, Algorithm Research & Development (AI/ML)
Analyst, Algorithm Research & Development (AI/ML)
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Job Description
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
- 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; Masters Level Degree and related work experience of 3 years; Bachelors Level Degree and related work experience of 5 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:
IC
Employment Type
Full-Time
