AI-ML Manager

21 hours ago

Bengaluru, Karnataka, India Texas Instruments Full time ₹ 12,00,000 - ₹ 36,00,000 per year

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

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