TikTok
TikTok

Algorithm Engineer Graduate (TikTok Shop Global E-Commerce, Knowledge Graph) - 2026 Start (PhD)

직무머신러닝
경력신입/주니어
위치Singapore
근무오피스 출근
고용Regular
게시오늘
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포지션 소개

Team Introduction
Our team is responsible for developing large scale product knowledge graphs to improve the online shopping experience. We are currently looking for talented software engineers that have a deep understanding of Natural Language Processing (NLP), Computer Vision (CV), Multimodality Large Model (MLLM), Deep Learning (DL), Reinforcement Learning (RL), Generative AI and Machine Learning(ML).

We are looking for talented individuals to join our team in 2026. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth. Launch your career where inspiration is infinite at Tik Tok.

Successful candidates must be able to commit to an onboarding date by end of year 2026. Please state your availability and graduation date clearly in your resume.

Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to Tik Tok and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.

Responsibilities:

  • Responsible for building and continuously optimizing algorithm solutions in product profiling construction & product information quality improvement etc. to accelerate supply operational efficiencies in global e-commerce markets;
  • Responsible for continuously optimizing fundamental algorithms of unified product representations to further improve traffic efficiencies in global e-commerce markets.

Requirements:

  • Minimum Qualifications

  • Final year PhD graduates in Computer Science, engineering or quantitative field.

  • Strong coding skills in at least one of the following programming frameworks, e.g. Python, Java, C/C++, Spark etc.; Familiar with at least one of the following deep learning frameworks, e.g., Py Torch, Tensor Flow, Keras etc.

  • Solid data structure/algorithm foundation, proficient in machine learning/deep learning theoretical knowledge, and rich practical experience.

  • Familiar with NLP, sentiment analysis, CV, multimodality, graph algorithm, search algorithm, text/data mining in 1-2 areas.

  • Preferred Qualifications

  • Excellent analytical and problem solving skills with a passion for challenging issues.

  • Good teamwork spirit and strong communication skills.

  • Experience in overseas Internet/e-commerce business experience is preferred.

If you have any questions, please reach out to us at apac-earlycareers@tiktok.com

TikTok 소개

Singapore

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