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Algorithm Engineer (ML/AI)
KLA-Tencor
posted 4mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- The Film and Scatterometry Technology (FaST) Division provides industry leading metrology solutions for worldwide semiconductor IC manufacturers
- The FaST Division portfolio of metrology products includes hardware and software solutions for optical film thickness, optical critical dimension (CD), composition, and resistivity measurement systems
- These products are essential for the IC manufacturers as they provide critical metrology capabilities for the development and implementation of their advanced IC processes
- The FaST division is committed to support our customers to achieve performance entitlement of our solution and we effectively partner with our customers from their early research and development phase to the high volume in-line manufacturing implementation specific for their process needs
- The division consists of a global team located in US, Israel, China, and India
Job 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
- 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 6 years
Employment Type: Full Time, Permanent
Functional Areas: Software/Testing/Networking
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People are getting interviews at KLA-Tencor through
People are getting interviews through
(based on 11 KLA-Tencor interviews)
Campus Placement
Job Portal
Referral
Walkin
Recruitment Consultant
28%
27%
9%
9%
9%
18% candidates got the interview through other sources.
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Confidence
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What people at KLA-Tencor are saying
Rating based on 1 Algorithm Engineer
review
Anonymous · Software Development
in Chennai
Likes
High salary and flexible working schedule
Dislikes
long work hours needed at times
Read 1 reviewAlgorithm Engineer salary at KLA-Tencor
reported by
4
employees
with 2-10
years exp.
₹18
L/yr - ₹25
L/yr
129%
more
than the average Algorithm Engineer Salary in India
View more details
What KLA-Tencor employees are saying about work life
based on 41 employees
Flexible timing
Monday to Friday
No travel
KLA-Tencor Benefits
Submitted by Company
Paid time off and paid company holidays Family care and bonding leave Gym discounts/reimbursements and virtual fitness classes Back up care services and wellness rewards Varied career-advancing benefits
Submitted by Employees
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