ByteDance

Tech Lead, Machine Learning Engineer - Search E-commerce

ByteDance
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15 hours ago
Singapore, SingaporeStaff+

Responsibilities

  • Lead the Search E-commerce business in one or more core technical directions.
  • Improve query analysis, text relevance matching, multimodal matching, product authority, search products, and the end-to-end shopping experience.
  • Design and implement end-to-end ranking systems covering recall, pre-rank, rank, and mixed-rank stages.
  • Model personalized shopping interests from large-scale behavioral data to improve conversion for products, videos, and live streams.
  • Address supply-and-demand matching, business cold starts, and sustainable merchant and seller ecosystem growth.
  • Monitor the results and quality of software solutions and projects.

Requirements

  • At least 5 years of industry experience in one or more of NLP, ranking, advertising, search engines, recommendation systems, or machine learning.
  • Excellent coding skills and solid knowledge of data structures and algorithms.
  • Strong analysis, modeling, and problem-solving abilities, including the ability to identify core issues in complex data.
  • Ability to understand business needs, adapt to rapid changes, communicate effectively, and promote project implementation.
  • Publication records in top journals or conferences are preferred.
  • ACM-ICPC medals and team management experience are preferred.

Categories

ByteDance

About ByteDance

10,000+ employees

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.

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