Demo

Machine Learning Engineer

This is an IT support group
MI Full Time
POSTED ON 3/1/2025
AVAILABLE BEFORE 5/25/2025

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, with offices in New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our products help imaginations thrive. We face challenges as opportunities to learn, innovate, and grow. We drive impact for ourselves, our company, and our users.

About the Team

Our Search Team enhances local services by improving user discovery of hospitality, dining, and leisure experiences while driving ecosystem growth. They use large-scale machine learning to refine search and recommendation systems, focusing on personalized relevance and optimized conversion efficiency for billions of users.

Responsibilities

  • Support the local video service business to enhance user discovery of life services such as hospitality, dining, and leisure.
  • Improve the search experience in local services and promote ecosystem growth.
  • Utilize large-scale machine learning techniques in search and recommendation scenarios with billions of users to improve user shopping experiences and enhance conversion efficiency.
  • Design and implement local services search algorithms across the full stack, including query analysis, relevance, recall, ranking, and personalized behavior modeling.

Qualifications

Minimum Qualifications

  • Excellent analytical and problem-solving skills.
  • Strong foundation in machine learning and deep learning, with experience in NLP and personalization.
  • Exceptional coding skills with solid knowledge of data structures and algorithms.
  • Proficiency in Linux development environments.
  • Preferred Qualifications

  • Prior experience in search, recommendation, or advertisement algorithms.
  • Familiarity with local life services and e-commerce businesses.
  • TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. We celebrate diverse voices and seek to reflect the communities we reach.

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