Senior Agentic Retrieval Systems Engineer – LLM Pipelines

NVIDIA

Santa Clara (CA)

On-site

USD 184,000 - 357,000

Full time

5 days ago
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Job summary

NVIDIA is seeking a System Software Engineer - Agentic Retrieval to build and optimize GPU-accelerated data pipelines for multimodal content. You will collaborate with LLM researchers to create scalable, production-ready tools and libraries, focusing on performance, cost, and accuracy in Generative AI workflows.

The role emphasizes cloud familiarity, MLOps, and cross-functional collaboration across teams to advance the Agentic Retrieval ecosystem and drive efficient training data processing.

Qualifications

  • Bachelor’s or Master’s Degree in Computer Science, Computer Engineering, or related field.
  • 6+ years of experience in a similar or related role.
  • Experience delivering software in a cloud context and familiar with cloud infrastructure patterns.
  • Knowledge of MLOps technologies such as Docker-Compose, Containers, Kubernetes.
  • Excellent NLP/LLM/VLM, Generative AI, and Agentic Retrieval workflow understanding.
  • Self-starter with growth mindset and willingness to share findings.
  • Outstanding communication skills for distilling complex topics.
  • Ability to work with multi-functional teams across geographies.

Responsibilities

  • Develop and optimize Rust-based data processing frameworks for large datasets on GPU-accelerated environments.
  • Lead development and optimization of Agentic Retrieval pipelines targeting GPU acceleration and best model performance.
  • Build and optimize full-stack GPU-accelerated data prep pipelines for multimodal models; benchmark and optimize algorithms.
  • Collaborate with LLM/ML researchers to develop production-ready tools and library features.
  • Create products to enhance employee productivity using Gen-AI and co-pilot experiences.
  • Integrate systems to enable a unified user experience across applications.
  • Maintain a robust CD pipeline to move changes to production safely and quickly.
  • Provide peer review and promote adoption of new frameworks and technologies.

Skills

NLP/LLM expertise
Cloud software development
Cross-functional collaboration
Strong communication

Education

Bachelor’s or Master’s Degree in CS/CE

Tools

Docker-Compose
Containers
Kubernetes

Job description

NVIDIA is seeking a System Software Engineer - Agentic Retrieval to build and optimize GPU-accelerated data pipelines for multimodal content. You will collaborate with LLM researchers to create scalable, production-ready tools and libraries, focusing on performance, cost, and accuracy in Generative AI workflows.

The role emphasizes cloud familiarity, MLOps, and cross-functional collaboration across teams to advance the Agentic Retrieval ecosystem and drive efficient training data processing.

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