Analyst, Algorithm Research & Development

KLA

2 - 5 years

10 - 20 Lacs

chennai

Posted:6 days ago| Platform:

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Skills Required

tensorflow c python framework ai/ml api

Work Mode

Work from Office

Job Type

Full Time

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

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