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Machine Learning Engineer Graduate

2 months ago

Seattle, Washington, United States TikTok Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer Graduate to join our team at TikTok. As a key member of our Search Team, you will have the opportunity to develop and apply cutting-edge machine learning technologies in real-time large-scale systems, which serve billions of search requests every day.

Key Responsibilities
  1. Search Core Algorithm Improvement
  • Participate in the improvement of the search core algorithm, focusing on content understanding, user behavior modeling, and video understanding.
Content Understanding
  • Apply industry-leading NLP and CV technologies to match the most relevant videos for each search query.
  • Continuously improve the relevance of TikTok search results.
User Behavior Modeling
  • Solve the recommendation problem in search, enabling personalization based on 'relevant' user behavior.
  • Understand users better to improve search results.
Video Understanding
  • Comprehensively use NLP, CV, and LLM for better video understanding from various perspectives.
  • Improve the authority, credibility, and usefulness of search results.
Qualifications
  • Current or recent graduate with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • Proficient coding skills and strong algorithm & data structure basis.
  • Effective communication and teamwork skills.
  • Experience in one or more of the following areas: NLP, Ranking, Ads, search engine, recommender system, distributed system, and machine learning.
About TikTok

TikTok is a leading destination for short-form mobile video, inspiring creativity and bringing joy to users worldwide. Our platform connects people from diverse communities, and we strive to create an inclusive environment where employees are valued for their skills, experiences, and unique perspectives.

Benefits
  • We offer a comprehensive benefits package, including medical insurance, dental, vision, short/long-term disability, basic life, voluntary life, and AD&D insurance plans.
  • Flexible spending account options, time off, and leave plans, including 10 paid holidays, 17 days of PPTO, and 10 paid sick days.
  • Generous benefits like mental and emotional health benefits, 401K company match, gym and cellphone service reimbursements.