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Data Science

3 months ago

Singapur, Singapore TikTok Full time

About the Team: The TikTok Eng-AI Innovation Center is focused on exploring cutting-edge AGI technologies to enhance user experience on the TikTok platform. By improving content understanding, we aim to provide better search results, recommendations, and robust defense against internet abuse and fraud. Our innovative AI solutions are designed to optimize the TikTok codebase and make coding more accessible for engineers.

Job Overview: We are seeking an experienced Data Science & Engineering expert to join our team. This role involves data collection and preparation for large language models (LLMs), ensuring high-quality data for model training and optimization.


Key Responsibilities:

  • Responsible for data collection for large language models, including:
    • Sourcing data from a variety of sources
    • Developing data scraping tools
    • Managing external annotation teams
  • Collaborate with the R&D team to define data annotation rules and quality standards
  • Review annotation results to meet model training requirements
  • Explore industry-leading data production methods
  • Ensure data compliance with relevant laws and regulations
  • Recruitment and management of internal data teams

Minimum Qualifications:

  • Experience in AI data collection or annotation
  • Strong communication and leadership skills
  • Experience in leading international teams

Preferred Qualifications:

  • Passion for technology
  • Effective communication skills
  • Team collaboration abilities