AI-ML Manager (NPDE)
Location: Bengaluru, Karnataka, India
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
About Us
- 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 the Organization
TI does not make recruiting or hiring decisions based on citizenship, immigration status or national origin. However, if TI determines that information access or export control restrictions based upon applicable laws and regulations would prohibit you from working in this position without first obtaining an export license, TI expressly reserves the right not to seek such a license for you and either offer you a different position that does not require an export license or decline to move forward with your employment.There are more than 50,000 engineering jobs:
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