Large Recommend Model Algorithm Engineer - Global E-Commerce

TikTok

4.5

(6)

Singapore

Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.
  • #7573905958888491269

    Position summary

    nt agents.
    We value original exploration and encourage both research thinking and engineering excellence. Every team member is empowered to propose hypotheses and validate ideas in an open environment - your code and papers may help define the next paradigm of recommendation systems. We seek individuals with a general intelligence mindset to join us in redefining the future of recommendation.

    Responsibilities
    Build and optimize cross-scenario shared Foundation Models to enable unified modeling and efficient inference.
    Advance the event-sequence-driven generative recommendation paradigm, integrating multimodal understanding and generative capabilities.
    Apply LLM technologies across retrieval, ranking, and re-ranking stages; participate in model training, inference optimization, and system co-design.
    Explore the integration of LLMs / VLMs with recommendation systems to develop adaptive and evolving intelligent recommenders.
    Research end-to-end generative recommendation and system optimization methods that balance efficiency and user experience.

    Qualifications

    Minimum Qualifications

    • Solid theoretical foundation in machine learning, deep learning, or information retrieval.
    • Proficiency in Python and familiarity with mainstream deep learning frameworks (e.g., PyTorch).
    • Strong passion for intelligent recommendation systems and a self-driven research mindset.

    Preferred Qualifications

    • Experience in large-scale recommendation system development or large-model training, with notable technical achievements in a sub-area.
    • Research experience or publications in LLMs, multimodal learning, reinforcement learning, or generative recommendation.
    • Familiarity with pre-training and post-training processes for large language models (LLMs) or Foundation Models.

    Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.