AI-ML Manager (NPDE)

Job Description: NPDE AI/ML Leader

Position/Role: NPDE AI/ML Leader

Location: Bangalore

Who are we and what do we do? (About the team, products/ charter/ technology challenges) 

 

The NPDE (New Product Development Engineering) team at Texas Instruments focuses on accelerated product design, lifecycle management, and engineering-to-production solutions.  As a part of this strategy for growth we are investing in resources for AI/ML based accelerations for Product Development, enabling us introduce new product designs with highest quality and efficiency.

Our charter is to build AI/ML based acceleration platforms that will enable the silicon design teams to accelerate the development of silicon designs, verification of the design, layout/physical design and accelerate building the test solutions for these designs with higher and better-quality gates. Our goal is to maximize product throughput by synergizing tools, technology, data analytics, EDA, and IT infrastructure.

We are seeking a highly motivated NPDE AI/ML Leader to drive this effort. If you are passionate to push the envelope of product (silicon and software) development technology and enjoy leading transformational changes in a fast-paced environment, here is the opportunity to be part of TI’s next generation product development journey.

What will you be doing in this role? (Responsibilities)

 

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

Why TI?

• Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.
• We're different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours. Meet the people of TI
• Benefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.

About Texas Instruments Texas Instruments Incorporated (Nasdaq: TXN) is a global semiconductor company that designs, manufactures and sells analog and embedded processing chips for markets such as industrial, automotive, data center, personal electronics and communications equipment. At our core, we have a passion to create a better world by making electronics more affordable through semiconductors. This passion is alive today as each generation of innovation builds upon the last to make our technology more reliable, more affordable and lower power, making it possible for semiconductors to go into electronics everywhere. Learn more at TI.com.
Texas Instruments is an equal opportunity employer and supports a diverse, inclusive work environment.
If you are interested in this position, please apply to this requisition.