LLM/MLLM Algorithm Engineer - Global E-Commerce

BYTEDANCE PTE. LTD.

Singapore, Singapore
Hybrid
Large language model development
Multimodal model optimization
E-commerce governance algorithms
ByteDance is seeking an LLM/MLLM Algorithm Engineer in Singapore to develop state-of-the-art language models for e-commerce applications. The role focuses on optimizing algorithms for content governance and enhancing business outcomes through advanced machine learning techniques

Job Summary

  • The team aims to establish state-of-the-art models while delving deeply into NLP, CV, and multimodal domains to optimize algorithms for e-commerce data.
  • Responsibilities include building domain-specific LLMs for e-commerce and developing intelligent review systems capable of explaining rejection decisions.
  • ByteDance fosters an inclusive environment where employees are valued for their skills and unique perspectives to inspire creativity and enrich life.

Matching Summary

Match Score: 85

ByteDance is seeking an LLM/MLLM Algorithm Engineer in Singapore to develop state-of-the-art language models for e-commerce applications. The role focuses on optimizing algorithms for content governance and enhancing business outcomes through advanced machine learning techniques.

Skills & Requirements

Must-have

  • Large Language Model development
  • Multimodal model optimization
  • E-commerce governance algorithms
  • PyTorch or TensorFlow training
  • Instruction fine-tuning techniques

Nice-to-have

  • Big data frameworks like Spark
  • Model compression and quantization
  • Top-tier academic publications
  • Competition experience in Kaggle
  • Chain-of-thought reasoning methods

Key Requirements

  • Strong foundation in machine learning
  • Experience with distributed training methods
  • Knowledge of inference acceleration techniques

Work Rights

Not specified

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