T

TikTok

Short-form video platform with ads

Machine Learning Engineer - Search, Local Services Team

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeSan Jose, CA, USAIn-person

About the Job

Requirements

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

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.
  • Use large-scale machine learning techniques in search and recommendation scenarios 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, coarse ranking, fine ranking, and blended ranking.
  • Develop personalized behavior modeling for relevance computation, click-through rate prediction, conversion rate prediction, vector recall, and value blending.

Desired Qualifications

  • Prior experience in search, recommendation, or advertisement algorithms.
  • Familiarity with local life services and e-commerce businesses.

About the Company

TikTok

Short-form video platform with ads

TikTok is a short-form mobile video platform that lets people create, discover, and share quick videos. Users upload vertical clips, edit them with built-in tools, and browse a personalized feed powered by an algorithm that highlights relevant content. Advertisers can use in-feed ads, branded hashtags, and the Business Center to plan and measure campaigns, making it easy for brands to reach a global audience. Its goal is to inspire creativity and bring joy by helping people express themselves and by connecting brands with a wide audience.

Company size
10,001+
Company stage
Grant
Total funding
$740K
Headquarters
Santa Monica, CA
Founded
2016

Recently Posted Jobs

Explore more opportunities at TikTok

See more jobs