AI and ML Power Methodology Engineer

1 week ago


Santa Clara, California, United States Nvidia Full time
Job Description

NVIDIA is seeking a highly skilled AI and ML Power Methodology Engineer to join our Power Team. As a key member of our team, you will research and develop advanced AI/ML methodologies to estimate pre-silicon power and improve GPU energy efficiency.

Key Responsibilities:
  • Research and develop advanced AI/ML methodologies to estimate pre-silicon power and improve GPU energy efficiency.
  • Develop tools to gather, build, and annotate domain-specific datasets to train LLMs for different tasks, tools, and applications.
  • Leverage Gen AI technologies to solve complex problems in chip design, driving innovation and meaningful impact across the Power team.
  • Develop tools for training and fine-tuning large language models, advanced Retrieval-Augmented Generation (RAG) pipelines, vector databases, and agentic frameworks.
  • Build efficient data pipelines to gather power data from different sources, such as silicon, emulation, for developing advanced data-dependent methodologies.
  • Design tools using LLMs to analyze power patterns, generate optimized code, and provide actionable insights for power debugging and optimization.
  • Enable efficient storage and retrieval of data from databases.
  • Develop user-friendly data visualizations to simplify data analysis and insight generation.
Requirements:
  • MS (or equivalent experience) with proven experience or PhD in related fields.
  • 2+ years of experience.
  • Proficiency in rapid prototyping using languages like Python and C++, with strong foundational knowledge of data structures, algorithms, and software engineering principles.
  • Familiarity with training and fine-tuning large language models, advanced Retrieval-Augmented Generation (RAG) pipelines, vector databases, and agentic frameworks.
  • Ability to formulate and analyze algorithms, and comment on their runtime and memory complexities.
  • Desire to bring quantitative decision-making and analytics to improve the energy efficiency of our products.
  • Good verbal/written English and interpersonal skills.

NVIDIA offers a competitive salary range of $128,000 - $258,750 USD, based on location, experience, and the pay of employees in similar positions. You will also be eligible for equity and benefits. NVIDIA accepts applications on an ongoing basis and is committed to fostering a diverse work environment and proud to be an equal opportunity employer.



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