Texas Instruments AI-ML Software Manager 

India, Karnataka, Bengaluru 

646422875

As an NPDE AI/ML leader, you will be defining, developing and deploying strategic AI solutions by closely working with the domain experts to accelerate new product development.

• Develop deep awareness of Silicon development processes, EDA tools and translate complex problems into roadmaps of elegant touch free solutions for a design/verification/layout/validation/test engineer.
• Set the strategic and technical design of AI architectures, and come up with actionable plans for SW experts and EDA engineers aligning with futuristic goals/ trends in semiconductor development.
• Lead a team of software specialists to define and operationalize forward looking software solutions to centralize operations management for all facets of silicon development i.e. in design, verification, layout, validation and test.
• Embrace AI-driven software technologies, data science & machine learning techniques to transform current flows and development procedures, enable operational efficiency and cost leadership. Leverage statistical approaches, trend and pattern analysis, linear mixed models for random & fixed effects, nonlinear/combinatorial optimization in finite search space, network models, and machine learning for predictions of design behaviour.
• Closely collaborate with design/verification/layout/validation/test technologists and engineers in the company and industry to influence architectures and optimize/customize accelerated development EDA solutions. Responsibilities also involve evaluation of technology approaches to solve real-world problems and participate in standards councils.
• The candidate will manage accelerated development deliverables with a strong quality and productivity mindset – and the solutions should enable development of highly customized semiconductor products aligning with large fluctuations in customer demand at speed and scale

Minimum Requirements:

• Bachelor’s/Master’s degree in Computer Science or Electronics, Electrical Engineering or related field of study
• 8+ Years of Relevant Experience

Preferred Qualifications:

• Good understanding of the semiconductor development process
• 8+ years of experience as engineering expert with progressive experience in developing and deploying AI/ML solutions, preferably in EDA space
• Experience in few of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing and neural deep learning methods
• Advanced proficiency in system design and architecture, generative AI, machine learning to deliver high-performance software and optimizing of algorithms.
• Strong analytical and problem-solving skills, combined with a passion for research, and technology and the ability to work in teams and collaborate effectively with people in across geographical areas in the world.
• Excellent communication skills and the ability to thrive in a fast-paced, collaborative environment.
• Team-work is imperative in this role