Content Understanding LLM Algorithm Engineer Intern (Global E-Commerce) - 2027 Start

TikTok
Singapore
Workplace: OnsiteInternshipFunction: Content & Editorial (Writing/Editing)Skills: ["Communication","Collaboration","Technical innovation","Problem-solving"]

Work on e-commerce governance by building and optimizing domain-specific large language and multimodal models. Develop intelligent review systems to improve merchant/product/video/live-stream/IPR decisions, support tasks like data construction and instruction fine-tuning (including PEFT), and tackle long-sequence and few-shot challenges for moderation, violation detection, and policy recommendation. Collaborate across teams while advancing NLP/CV multimodal and multilingual model performance.

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FursaFursa
TikTok
TikTok
1 day ago

Content Understanding LLM Algorithm Engineer Intern (Global E-Commerce) - 2027 Start

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Last checked: 12 hours agoStatus: Live

Job Summary

Work on e-commerce governance by building and optimizing domain-specific large language and multimodal models. Develop intelligent review systems to improve merchant/product/video/live-stream/IPR decisions, support tasks like data construction and instruction fine-tuning (including PEFT), and tackle long-sequence and few-shot challenges for moderation, violation detection, and policy recommendation. Collaborate across teams while advancing NLP/CV multimodal and multilingual model performance.
Location: Singapore
Workplace: Onsite
Employment Type: Internship
Job Function: Content & Editorial (Writing/Editing)
Seniority: Intern level

Key Responsibilities

  • •Develop domain-specific large language models for e-commerce, integrating domain knowledge to apply models to business scenarios.
  • •Optimize e-commerce governance algorithms to improve merchant/product/video/live-stream/IPR governance, including building intelligent review systems that explain rejection decisions.
  • •Enhance models through data construction, foundational model enhancement, instruction fine-tuning, chain-of-thought (CoT), and parameter-efficient fine-tuning (PEFT).
  • •Apply large models and multimodal approaches to governance problems including long text/sequence modeling, few-shot learning, content moderation, violation detection, and policy recommendation.
  • •Research and optimize e-commerce-specific NLP and multimodal large models to improve multilingual, multi-task, and multi-modal performance across e-commerce scenarios.

Key Requirements

  • •Currently pursuing an undergraduate or master’s degree in software development, computer science, computer engineering, or a related technical discipline.
  • •Strong programming skills with a foundation in data structures and algorithms.
  • •Strong machine learning foundation with research experience in deep learning, reinforcement learning, NLP, or multimodal learning.
  • •Ability to communicate and collaborate effectively while exploring new technologies and driving technical innovation.
  • •Preferred: prior publications in international conferences or journals (e.g., ACL, EMNLP, NeurIPS, ICML, ICLR, CVPR).
Education:
Skills:CommunicationCollaborationTechnical innovationProblem-solving
Tech Stack:LLMMLLMLarge modelsNLPCVMultimodal modelsMultimodal approachesGraph algorithmsSequence algorithmsReinforcement learningDeep learningPEFTCoTInstruction fine-tuningLong text/sequence modelingFew-shot learning

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn