Jobs · Engineering · California

Intern, AI Engineering

Workato · San Francisco, CA · 3 mo ago
EngineeringInternship

Responsibilities

  • We are seeking exceptional graduate students to join our AI Lab as Research Interns in San Francisco.
  • You'll work on fundamental problems in LLM-based agentic systems and efficient AI infrastructure, with opportunities to publish your research while making direct impact on production systems serving enterprise customers.
  • Research Areas:
    • LLM Agent Systems: Design and implement intelligent agent architectures for complex enterprise automation tasks, including multi-agent collaboration, MCP, and reasoning frameworks
    • Efficient LLM Fine-tuning: Develop novel methods for parameter-efficient adaptation, alignment, and reinforcement learning for large language models
    • High-Performance LLM Inference: Optimize inference pipelines through systems-level innovations, kernel development, and deployment strategies
  • In This Role, You Will Also Be Responsible To:
    • Conduct original research on LLM agent architectures and optimization techniques
    • Develop and evaluate novel algorithms with both academic rigor and production feasibility
    • Present your work at internal research seminars and external conferences
    • Mentor and collaborate with LLM engineers on implementation and deployment

    Requirements

    • Currently pursuing MS/PhD in Computer Science, Machine Learning, Natural Language Processing, or related fields
    • Publishations at top-tier venues (ICML, NeurIPS, ICLR, ACL, EMNLP, NAACL)
    • Strong programming skills in Python and PyTorch
    • Ability to work in-person at our San Francisco office
    • Ability to work independently and collaborate across research and engineering teams
    • Preferred Experience with self-evolving agent systems
    • Proficiency in CUDA programming and custom kernel development for LLM operations
    • Background in reinforcement learning-based LLM fine-tuning
    • Track record of contributions to production inference systems such as vLLM, TensorRT-LLM, SGLang, or Hugging Face ecosystem
    • Experience bridging academic research with production systems
    • Open-source contributions to widely-used ML infrastructure projects

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