Algorithm R&D Analyst
5 days ago
Job Description : 
Title :  Analyst, Algorithm Research & Development (AI/ML)
Experience :  2 to 5 years 
Location :  Chennai 
Hybrid work mode
Must have : 
    - Python
    - C#
    - Machine Learning 
    - Background in software architecture, modern development practices, and design patterns exp
Education/qualification :  Preferably from premier Institute like IIT, IISC, IIIT and BITS, NIT.
Role And 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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