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.