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TikTok

Short-form video platform with ads

AI Infrastructure Engineer Intern - Recommendation & LLM

Applied Machine LearningConfirmed live in the last 24 hours
Internship · Summer 2027San Jose, CA, USA$45 /hrIn-person

About the Job

Requirements

  • Currently pursuing a Bachelor's degree in Computer Science or a related discipline.
  • Have strong programming skills in C++ or Python.
  • Have a good understanding of data structures, algorithms, and computer systems.
  • Be familiar with PyTorch or TensorFlow.
  • Have knowledge of Transformer architectures and Large Language Models (LLMs).
  • Have strong problem-solving skills and a passion for building large-scale AI systems.

Responsibilities

  • Build and optimize infrastructure for large-scale model training and online inference.
  • Develop distributed systems supporting large recommendation models and Large Language Models (LLMs).
  • Improve training and inference performance through GPU optimization and efficient communication.
  • Collaborate with researchers to develop and deploy Large Language Model training and serving solutions.
  • Analyze system bottlenecks and implement performance optimizations.

Desired Qualifications

  • Currently pursuing a Master's degree in Computer Science or a related discipline.
  • Have hands-on experience with Large Language Model training or inference through research, internships, or open-source projects.
  • Be familiar with distributed training concepts, including data parallelism, tensor parallelism, pipeline parallelism, Fully Sharded Data Parallel (FSDP), and ZeRO.
  • Have experience with GPU programming using CUDA, Triton, or similar technologies.
  • Understand Large Language Model serving techniques such as KV Cache, Continuous Batching, or FlashAttention.
  • Have contributions to open-source projects or research in machine learning systems, distributed systems, or Large Language Model infrastructure.

About the Company

TikTok

Short-form video platform with ads

TikTok is a short-form mobile video platform that lets people create, discover, and share quick videos. Users upload vertical clips, edit them with built-in tools, and browse a personalized feed powered by an algorithm that highlights relevant content. Advertisers can use in-feed ads, branded hashtags, and the Business Center to plan and measure campaigns, making it easy for brands to reach a global audience. Its goal is to inspire creativity and bring joy by helping people express themselves and by connecting brands with a wide audience.

Company size
10,001+
Company stage
Grant
Total funding
$740K
Headquarters
Santa Monica, CA
Founded
2016

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