Responsibilities
- Support local video services that help users discover hospitality, dining, and leisure experiences.
- Improve local services search experiences and contribute to ecosystem growth.
- Apply large-scale machine learning to search and recommendation scenarios for billions of users.
- Design and implement search algorithms covering query analysis, relevance, recall, coarse ranking, fine ranking, and blended ranking.
- Develop personalized behavior modeling, CTR prediction, CVR prediction, vector recall, and value blending systems.
Requirements
- Demonstrate excellent analytical and problem-solving skills.
- Have a strong foundation in machine learning and deep learning, including NLP and personalization experience.
- Possess exceptional coding skills and solid knowledge of data structures and algorithms.
- Be proficient in Linux development environments.
- Prior search, recommendation, or advertising algorithm experience is preferred.
- Familiarity with local life services and e-commerce businesses is preferred.
Tech Stack
Categories
About ByteDance
ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.