Machine Learning Engineer - TikTok Search
- Singapore
- Mid Level
- 5+ years
- Bachelor's degree
- Posted
Skills
Required
- Machine Learning
- NLP
- Search engine
- Recommender System
- coding
- algorithm & data structure
- C++ / Python / Java
- Ads
Preferred
- modern machine learning
- Multimodal
- Optimize the searching quality
- query understanding
- video understanding
About TikTok
Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as NLP, Computer Vision, Multimodal, and Recommender Systems. We embrace a culture of self-direction, intellectual curiosity, openness, and problem-solving.
Responsibilities
- Optimize the searching quality to provide TikTok's users the best search experience
- Combine your understanding of product objectives and take full advantage of modern machine learning, NLP and Multimodal techniques to improve the search ranking algorithms, including query understanding, video understanding and various levels of result ranking.
Requirements
- Bachelor degree or above in the field of computer science or a related technical discipline
- Minimum 5 years of experience in search / recommendation
- Proficient coding skills and strong algorithm & data structure using C++/Python/Java
- Experience in one or more of the following areas: NLP, Ranking, Ads, Search engine, Recommender System, and Machine Learning
- Effective communication and teamwork skills.