Algorithm Engineer

1 week ago


Singapur, Singapore TikTok Full time
About the Team

TikTok's Search Team is responsible for building and owning the company's search engine, providing users with the best search experience. As a member of this team, you'll have the opportunity to work on a full-stack search engine system, combining information retrieval technology with modern machine learning methods from related fields such as NLP, Computer Vision, Multimodal, and Recommender Systems.

Responsibilities

We're looking for a talented individual to join our team and contribute to the following areas:

  1. Dialogue Interaction Enhancement: Enhance the experience of dialogue interaction and expand the capabilities of current new technologies, such as search enhancement and the introduction of plug-ins.
  2. Search and Recommendation System Improvement: Apply the latest technologies to improve the effectiveness of search and recommendation systems, including data production, model training/distillation, performance tuning, etc.
  3. Cutting-Edge Technology Adoption: Track cutting-edge technologies in the industry, such as prompt engineering, instruction fine-tuning, plug-in selection, and session management, and put them into practice in the business.
  4. Future Application Scenario Research: Conduct in-depth research and exploration on more future application scenarios to keep the team's technology at the forefront.
Requirements

To be successful in this role, you'll need:

  • Excellent coding ability, data structure, and basic algorithm foundation
  • Proficient in C/C++ or Python
  • Familiar with NLP-related algorithms and technologies, with experience in LLM, abstract, NER, and other practical or prompt engineering tuning and instruction fine-tuning

We're looking for individuals who are passionate about technology and have a strong desire to learn and grow with our team. If you're a winner of ACM/ICPC, NOI/IOI, Top Coder, Kaggle, or other competitions, we'd love to hear from you. Good communication and collaboration skills are essential, as well as excellent problem analysis and problem-solving skills. If you're ready to take on new challenges and contribute to the success of TikTok's Search Team, we encourage you to apply.


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