LLM Algorithm Engineer

3 days ago

Singapur, Singapore Shopee Full time
LLM Algorithm Engineer - Item QC (Fresh Grad 2025)

Join to apply for the LLM Algorithm Engineer - Item QC (Fresh Grad 2025) role at Shopee

LLM Algorithm Engineer - Item QC (Fresh Grad 2025)

Join to apply for the LLM Algorithm Engineer - Item QC (Fresh Grad 2025) role at Shopee

  • Perform multimodal content understanding (text, image, video, reviews) for e-commerce products. Continuously optimize content moderation solutions for Product/Chat/ChatBot scenarios to enhance moderation quality and efficiency, building an industry-leading intelligent content moderation system.
  • Deeply understand e-commerce business logic. Proactively collaborate with product, operations, and other teams to implement actionable solutions and track their business impact.
  • Lead/participate in the end-to-end iteration of algorithm models, including but not limited to data construction, model training, instruction fine-tuning, preference alignment, etc., to support e-commerce product/Chat/ChatBot content moderation and content understanding.
  • Continuously explore cutting-edge technologies (e.g., multimodal large models, controllable content generation, reinforcement learning, Agent) to expand application scenarios and improve business outcomes.
Job Description
  • Perform multimodal content understanding (text, image, video, reviews) for e-commerce products. Continuously optimize content moderation solutions for Product/Chat/ChatBot scenarios to enhance moderation quality and efficiency, building an industry-leading intelligent content moderation system.
  • Deeply understand e-commerce business logic. Proactively collaborate with product, operations, and other teams to implement actionable solutions and track their business impact.
  • Lead/participate in the end-to-end iteration of algorithm models, including but not limited to data construction, model training, instruction fine-tuning, preference alignment, etc., to support e-commerce product/Chat/ChatBot content moderation and content understanding.
  • Continuously explore cutting-edge technologies (e.g., multimodal large models, controllable content generation, reinforcement learning, Agent) to expand application scenarios and improve business outcomes.
Requirements
  • Bachelor’s degree or higher in Computer Science or related fields. Experience in e-commerce AI algorithms is preferred.
  • Strong business acumen, self-motivation, and problem-solving skills. Ability to design technical solutions based on business value and independently develop core modules.
  • Excellent programming skills. Solid foundation in machine learning theory. Proficient in multimodal large model technologies, PyTorch/TensorFlow, and large-scale data processing tools (Hive, Spark).
  • Familiarity with mainstream LLMs/VLLMs. Interest in RAG, RL, etc. Knowledge of large model training, quantization, and inference frameworks. Relevant experience is a plus.
  • Experience in e-commerce algorithm projects is preferred. Practical experience in product understanding/content moderation is highly valued.
  • Strong teamwork, communication skills, and continuous learning ability. Passionate about technology and proactive in solving challenges.
Seniority level
  • Seniority level Mid-Senior level
Employment type
  • Employment type Full-time
Job function
  • Job function Information Technology
  • Industries Software Development, Internet Marketplace Platforms, and Technology, Information and Internet

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