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Content Understanding LLM Algorithm Engineer

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Content Understanding LLM Algorithm Engineer in Others

  • ByteDance
  • Full time
  • Email
  • Singapore, Singapore

Responsibilities

  • Build domain-specific LLM and MLLM systems for e-commerce applications.
  • Optimize algorithms for merchant, product, video, livestream, and intellectual-property governance.
  • Construct data and enhance foundational models through instruction fine-tuning, chain-of-thought methods, and parameter-efficient fine-tuning.
  • Develop solutions for long-sequence modeling, few-shot learning, content moderation, violation detection, and policy recommendation.
  • Research and optimize multilingual, multi-task, and multimodal NLP models for e-commerce scenarios.
  • Collaborate with business and technical teams to improve governance effectiveness, operational efficiency, and technical innovation.

Requirements

  • Be completing or have recently completed a PhD in software development, computer science, computer engineering, or a related technical discipline.
  • Have strong programming, data structures, and algorithms skills and proficiency with algorithmic and engineering frameworks.
  • Have a strong machine learning foundation with in-depth understanding and research experience in deep learning, reinforcement learning, NLP, or multimodal learning.
  • Demonstrate communication and collaboration skills.
  • State availability and graduation date clearly and commit to an onboarding date by the end of the year.
  • International conference or journal publications, including ACL, EMNLP, NeurIPS, ICML, ICLR, or CVPR, are preferred.
  • Practical achievements in Kaggle, GLUE, SuperGLUE, CLUE, or similar competitions are preferred.

ByteDance

ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This...

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