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Machine Learning Engineer - Search Ranking

ByteDance

Skills

Required

  • machine learning
  • coding
  • algorithm & data structure
  • C++ / Python / Java

Preferred

  • Search engine
  • Ads
  • Recommender System
  • NLP/CV
  • Algorithm
  • information retrieval

About ByteDance

  • The Search Ranking Team is the core algorithm team of our Search business.
  • We are responsible for optimizing user experience in the search and recommendation scenario.
  • We have opened full-link algorithm positions such as indexing, recall, rough sorting, fine sorting, rerank, and mix-rank.
  • Here you’ll have the opportunity to build a full-stack search engine system based on advanced AI methods to provide a world leading search engine.
  • We embrace a culture of self-direction, intellectual curiosity, openness, and problem-solving.

Responsibilities

Ranking Algorithm

  • Apply cutting-edge information retrieval and machine learning technologies to design, develop, and optimize industry-leading search and recommendation algorithms, to improve end-to-end user experience for billions of users across global platforms.
  • Participate in the optimization of trillion-scale index libraries, trillion-parameter models, ultra-long-term user job family modeling, large-scale sparse models, and many other cutting-edge research topics.

LRM (Large Recommendation Model)

  • Conduct In-depth research on next-generation ranking models powered by the world knowledge of large models, to bring revolutionary transformation to search and recommendation services.
  • Explore cutting-edge technologies including short video MultiModal Machine Learning, generative models, scaling law, sparse MoE, and reinforcement learning.

Requirements

  • Bachelor degree or above in the field of computer science or a related technical discipline
  • Proficient coding skills and strong algorithm & data structure using C++/Python/Java
  • Have a solid knowledge of machine learning and practical experience in applying it

Preferred

  • Effective communication and teamwork skills.
  • Modeling experience in one or more of the following areas: Ads, Search engine, Recommender System, NLP/CV