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

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

Develop domain-specific LLM/MLLM capabilities for e-commerce, integrating knowledge to improve merchant, product, video, live-stream, and IP governance. Build and optimize intelligent review and rejection systems, enhance models with data construction, instruction fine-tuning, CoT, and PEFT, and solve challenges in long-sequence modeling, few-shot learning, content moderation, violation detection, and policy recommendation using multimodal approaches.

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FursaFursa
TikTok
TikTok
1 day ago

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

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Last checked: 13 hours agoStatus: Live

Job Summary

Develop domain-specific LLM/MLLM capabilities for e-commerce, integrating knowledge to improve merchant, product, video, live-stream, and IP governance. Build and optimize intelligent review and rejection systems, enhance models with data construction, instruction fine-tuning, CoT, and PEFT, and solve challenges in long-sequence modeling, few-shot learning, content moderation, violation detection, and policy recommendation using multimodal approaches.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Content & Editorial (Writing/Editing)
Seniority: Graduate level

Key Responsibilities

  • •Develop domain-specific large language models (LLM/MLLM) for e-commerce and integrate domain knowledge to apply models to business scenarios.
  • •Optimize e-commerce governance by improving merchant/product/video/live-stream/IPR governance through algorithm optimization and intelligent review systems.
  • •Enhance models using data construction, foundational model enhancement, instruction fine-tuning, chain-of-thought (CoT), and parameter-efficient fine-tuning (PEFT).
  • •Address governance application challenges including long text/sequence modeling, few-shot learning, content moderation, violation detection, and policy recommendation using large models and multimodal approaches.
  • •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

  • •Complete or recently completed a Bachelor's or Master's degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong programming skills, with solid foundations in data structures and algorithms and familiarity with algorithmic/engineering frameworks.
  • •In-depth knowledge and research experience in machine learning, including deep learning, reinforcement learning, NLP, or multimodal learning.
  • •Ability to communicate and collaborate effectively while working closely with the team to explore new technologies and drive innovation.
  • •Preferred: prior publications in venues such as ACL, EMNLP, NeurIPS, ICML, ICLR, or CVPR, or achievements in competitions such as Kaggle and GLUE variants.
Education:
Skills:CommunicationCollaborationProblem-solvingTechnical innovation
Tech Stack:LLMMLLMNLPCVMultimodal modelsLarge modelsGraph algorithmsSequence algorithmsDeep learningReinforcement learningInstruction fine-tuningChain-of-thought (CoT)PEFTContent moderationViolation detectionPolicy recommendation

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