AI Lead/Manager - Hybrid

Role: AI Lead/Manager - Hybrid

Location: Chennai, TN

Job Positions: 2

Experience: 5 - 16 Years

(We are looking for ML Experts with experience in electromagnetics/CFD-ACE products)

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 Qualification:

• 2 Years experience leading or managing a team of machine learning algorithm engineers

• BS in Computer Science or related computational field with at least 10 years of experience or

• MS in Computer Science or related computational field with at least 8 years of experience or

• PhD in Computer Science or related computational field with at least 5 years of experience

Skills:

• C++ or Python, Machine learning (using regression models and TensorFlow framework, Artificial intelligence, Physics/FEA/CFD/electromagnetics)

• B. Tech or M. Tech - 8+ Years C++ or python will do

• PHD – 5+ Years C++ or Python will do

• Product Company Experience is a must. Candidates from Engineering Product companies are higher chances of select.