Algorithm R&D Analyst - Python

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.

(ref : hirist.tech)