Description
Must-Haves :
Skills:- C++ or Python, Machine learning (using regression models and TensorFlow framework, Artificial intelligence.
Btech or MTEch - 8+ yrs C++ or python will do
PhD - 5+ years C++ or python will do
Any AI/ML/DL experienced candidates from tier 1 college & Product companies will be a good fit.
Good communication skills
Someone who is good with Physics.
Interview Process: 3 Tech rounds, Fitment round, HR round.
Education specialization(not restricted to): electrical/Mechanical/Material science/Metallurgy/Automobile, AI, Data science. Any of the following will work.
- BS in Computer Science or related computational field with at least 10 years of experience
- MS in Computer Science or related computational field with at least 8 years of experience
- PhD in Computer Science or related computational field with at least 5 years of experience
- Preferred Qualifications:Strong background in machine learning using regression models and TensorFlow framework
About the company:
Location: - Chennai
Team Strength- 15K+ people
About the Company: KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device, or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards, and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration, research, and development. KLA focuses more than average on innovation and we invest 15% of sales back into R&D. Our expert teams of physicists, engineers, data scientists, and problem-solvers work together with the world’s leading technology providers to accelerate the delivery of tomorrow’s electronic devices. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.
About the position:
Designation: AI lead (Python + regression models + TensorFlow framework)
Experience required- 8-15 yrs
Reporting To: manager
Vacancy: 1
Work Location: Chennai
Work from office 3 days work from office
Job Summary:
- We are looking for ML Experts with experience in electromagnetics/CFD-ACE products.
- 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 TensorFlowWrite 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
- 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 Davos 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 Qualification2 Years' experience leading or managing a team of machine learning algorithm engineers