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TikTok

Short-form video platform with ads

Applied Scientist - Monetization Technology

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeSan Jose, CA, USAIn-person

About the Job

Requirements

  • Individuals completing or recently completing a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • Modeling experience in one or more of Ads, search engines, recommender systems, natural language processing, or computer vision.
  • A solid foundation in algorithms related to large language models, including comprehensive learning and practical experience in single-modal large language model application and deployment.
  • A strong publication record in top conferences such as ICLR, NeurIPS, ICML, ACL, EMNLP, CVPR, ICCV, and ECCV.
  • Ability to commit to an onboarding date by the end of 2027 and clearly state availability and graduation date in the resume.

Responsibilities

  • Explore scaling laws for foundation models in recommendation and advertising, and build a foundation model based on unified multimodal semantic modeling.
  • Build an intelligent ad placement system optimized for users' Long-Term Value (LTV) and long-term return on ad spend (ROAS), balancing commercial value and user experience.
  • Optimize the full-process training and online inference framework for foundation models, balance computing-power costs and real-time response performance, and address the performance-latency trade-off in real-world deployment.

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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