ByteDance
ByteDance

Machine Learning Engineer - Vertical Search

RoleMachine Learning
LevelMid Level
LocationSingapore
WorkOn-site
TypeRegular
PostedToday
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About the role

About the team
Our Search Team is responsible for building and owning the search engine which provides our users the best search experience. On our Vertical 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 our 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:

  • Minimum Qualifications

  • Bachelor degree or above in the field of computer science or a related technical discipline

  • Hands-on experience in search / recommendation algorithm

  • 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

  • Preferred Qualification

  • Effective communication and teamwork skills.

Required skills

Machine learning

Model evaluation

Data workflows

About ByteDance

Singapore

Headquarters