Early Career - AI for Analog Design Engineer

Texas Instruments is seeking an AI for Analog Design Engineer to join our IT organization in Dallas. In this role, you will design and build AI-enabled solutions that accelerate analog circuit design, sizing, and layout across TI's IC development teams.

As an AI for Analog Design Engineer, you will apply your expertise in machine learning and analog circuits to develop discriminative and generative AI applications. You will build efficient data pipelines, develop agents using the latest LLMs, train new networks from scratch, and work with partners across TI to deliver solutions that are robust, scalable, performant, and secure.

• Design and build AI-enabled solutions for analog circuit design, sizing, and layout using a combination of classical and neural network-based algorithms (MLPs, RNNs, CNNs, GNNs, transformers)
• Build and maintain efficient data pipelines to support model development, evaluation, and deployment
• Develop AI agents using the latest LLMs and contribute to model training workflows
• Test solutions with rigor and monitor deployed models for accuracy and data drift
• Work with analog design partners across TI to translate engineering workflows into AI-ready problem formulations and deliver production-ready solutions
• Participate in design reviews and produce technical documentation for developed solutions

• Master’s degree in Electrical Engineering
• 2+ years of experience in analog circuit design
• 2+ years of experience in AI/ML development

• AI / ML
  • PhD in Electrical Engineering or equivalent experience
  • Development of novel AI / ML based approaches to analog circuit design, sizing and layout and associated publication in top technical conferences
  • Design, training, and use of the latest transformer based LLMs (reasoning, agents)
  • Design, training, and use of additional neural network types (MLPs, RNNs, CNNs, GNNs)
  • Familiarity with traditional ML based techniques (clustering, regression, trees, …)
  • Python programming and the PyTorch package
• Analog
  • Analog circuit specification, functional design, physical layout and post layout parasitic extraction and simulation
  • Industry standard analog development tools (Ngspice, Cadence Virtuoso Studio and Spectre, …)
  • Common analog circuit designs for ADCs, DACs, comparators, amplifiers, filters, voltage references, PLLs and clocks
• Personal
  • Strong technical leadership, communication and interpersonal skills
  • The ability to dream what could be and the drive to make the dream a reality