AI-ML Manager (NPDE)
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Posted on:
7 days ago
Vacancies:
1 Vacancy
Job Summary
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 TIs 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
Qualifications
Minimum Requirements:
- Bachelors/Masters 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
Required Experience:
Manager
Key Skills
- Restaurant Experience
- Customer Service
- Employee Evaluation
- Management Experience
- Math
- Employment & Labor Law
- Sanitation
- Leadership Experience
- P&L Management
- Mentoring
- Supervising Experience
- Restaurant Management
About Company
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 ... View more
