Machine Learning Engineer Graduate

3 weeks ago

Singapore TikTok Full time
Overview

Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Search) - 2026 Start (BS/MS) at TikTok.

Please note: candidates can apply to a maximum of two positions and applications are reviewed on a rolling basis. Successful candidates must be able to commit to an onboarding date by end of year 2026. State your availability and graduation date in your resume.

Responsibilities
  • Improve basic search quality and user experience: optimize query analysis and text relevance matching; understand e-commerce video content and implement multi-modal matching; improve users' perception of product authority; participate in the design and implementation of core search products; enhance the end-to-end shopping experience from browsing to after-sales.
  • Design and implement the end-to-end ranking system (recall, first-stage ranking, final-stage ranking, and mixed rows): improve personalized shopping interests models; improve shopping conversion efficiency for merchandise, video, and live streams to promote GMV growth.
  • Promote ecosystem development: address supply-demand matching, business cold start, and sustainable growth; analyze and adjust system evolution to achieve long-term GMV growth.
  • Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.
  • Collaborate with software platforms where models are deployed.
Qualifications Minimum Qualifications
  • Final year graduates in Computer Science, engineering or quantitative field.
  • Excellent coding skills; solid knowledge of data structures and algorithms.
  • Strong analysis, modeling and problem-solving abilities; ability to extract insights from complex data.
  • Industry work experience in machine learning; good product sense with a focus on user experience.
Preferred Qualifications
  • Self-driven, able to understand the business, adapt to rapid changes, have good communication skills, and promote project implementation.
  • Publication records in top journals or conferences are a plus. Experience winning ACM-ICPC medals is a plus.
Privacy and Diversity

By submitting an application for this role, you accept and agree to the global applicant privacy policy. TikTok is committed to diversity and inclusion and to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, with offices worldwide.

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