Client: A global leader in diversified electronics for the semiconductor manufacturing ecosystem. They make an impact by creating solutions that drive progress and transform industries. They provide leading-edge technology and devices using advanced inspection tools, metrology systems, and computational analytics. They enable the evolution and innovation in the data era across key industries including automotive, mobile and data centers. Virtually every electronic device in the world is produced using their technologies. They invent systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. With a focus on innovation, they invest more than 10% of sales back into R&D.

Position: AI Lead/Manager

Experience: 5y - 16y

Location: Chennai

Work Mode: Hybrid. 3 day working from office.

CTC Offered: To discuss

Interview Process: 3 Tech rounds, Fitment round, HR round.

Important: Engineering product company experience is a must.

Job Details: Looking for ML Experts with experience in electromagnetics/CFD-ACE products

Responsibilities:

a) Design and develop machine learning software solutions for semiconductor device and thin film metrology

b) Work with both internal and external customers to define requirements for these software solutions

c) Build machine learning-based software solutions

d) Optimize algorithms and prototypical solutions for efficient implementation

e) Design, develop, implement, oversee, and adapt API

f) Extend prototypes into fully functional, polished solutions ready for internal and/or external use

g) Implement solutions in Python with TensorFlow

h) Write comprehensive unit tests and provide technical support during alpha and beta testing

i) Document the design and implementation of the software solutions, and give presentations both internally and externally regarding the work

j) Maintain new and existing software solutions throughout the life-cycle of tools

Requirements:

a) Strong background in machine learning using regression models and TensorFlow framework

b) Background in software architecture, modern development practices, and design patterns

c) Background in Python or C++, especially in writing production-quality, object-oriented code

d) Background in parallel / distributed computing, performance profiling, and memory optimization

e) Experience in API development is a plus

f) Experience in Azure DevOps is a plus

g) Experience in computational physics and numerical simulations is a plus

h) Experience in semiconductors (electrical properties, manufacturing, and metrology) is a plus

i) Ability and willingness to travel worldwide to support projects at customer sites is a plus

Qualifications (Must Have):

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

b) BS/BE/BTech in Computer Science or related computational field with at least 10 years of experience

OR

MS/ME/MTech 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