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TikTok

Short-form video platform with ads

Research Scientist - Trust and Safety, Vision Language Models

AI ResearchConfirmed live in the last 24 hours
Full-timeSan Jose, CA, USAIn-person

About the Job

Requirements

  • A Ph.D. in Computer Science, Data Science, Artificial Intelligence, or a related field is required.
  • Strong understanding of cutting-edge large language model research, including long context, multimodality, alignment research, or agent ecosystems; practical expertise implementing advanced systems is a plus.
  • Proficiency in programming languages such as Python, Rust, or C++, and a track record working with deep learning frameworks such as PyTorch, DeepSpeed, Megatron, or vLLM.
  • Strong understanding of distributed computing frameworks, performance tuning, and verification for training, fine-tuning, and inference.

Responsibilities

  • Enhance vision-language models with specialized features such as optical character recognition and captioning to optimize performance for TikTok business applications.
  • Explore model architectures and inference-efficient model designs to enable scaled applications in downstream TikTok businesses.
  • Work closely with cross-functional teams to plan and implement projects harnessing vision-language models for diverse purposes and vertical domains.
  • Extend insights and impact from industry to academia.

Desired Qualifications

  • Drive research projects from idea to implementation and produce tangible outcomes.
  • Publish research papers or contribute to the large language model community.
  • Have experience with inference tuning and inference acceleration, a deep understanding of graphics processing units and/or other AI accelerators, experience with large-scale AI networks, and experience with PyTorch 2.0 and similar technologies.
  • Have experience evaluating AI systems and developing large language model applications and agents.
  • Be familiar with parameter-efficient fine-tuning, reinforcement learning, mixture of experts, chain of thought, or LangChain.

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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