Job Description

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/ManagerExperience: 5y - 16yLocation: ChennaiWork Mode: Hybrid. 3 day working from office.CTC Offered: To discussInterview 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 productsResponsibilities:a) Design and develop machine learning software solutions for semiconductor device and thin film metrologyb) Work with both internal and external customers to define requirements for these software solutionsc) Build machine learning-based software solutionsd) Optimize algorithms and prototypical solutions for efficient implementatione) Design, develop, implement, oversee, and adapt APIf) Extend prototypes into fully functional, polished solutions ready for internal and/or external useg) Implement solutions in Python with TensorFlowh) Write comprehensive unit tests and provide technical support during alpha and beta testingi) Document the design and implementation of the software solutions, and give presentations both internally and externally regarding the workj) Maintain new and existing software solutions throughout the life-cycle of toolsRequirements:a) Strong background in machine learning using regression models and TensorFlow frameworkb) Background in software architecture, modern development practices, and design patternsc) Background in Python or C++, especially in writing production-quality, object-oriented coded) Background in parallel / distributed computing, performance profiling, and memory optimizatione) Experience in API development is a plusf) Experience in Azure DevOps is a plusg) Experience in computational physics and numerical simulations is a plush) Experience in semiconductors (electrical properties, manufacturing, and metrology) is a plusi) Ability and willingness to travel worldwide to support projects at customer sites is a plusQualifications (Must Have):a) 2 Years\' experience leading or managing a team of machine learning algorithm engineersb) BS/BE/BTech in Computer Science or related computational field with at least 10 years of experienceORMS/ME/MTech in Computer Science or related computational field with at least 8 years of experienceORPhD in Computer Science or related computational field with at least 5 years of experience

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