Machine Learning Engineer, Global E-Commerce (ETA, Pricing & Conversion)

BYTEDANCE PTE. LTD.

Singapore, Singapore
Not specified; not specified; not specified
**
Master's or phd in quantitative field
Python c++ or java programming
Deep learning frameworks tensorflow pytorch
** ByteDance is seeking a Machine Learning Engineer for its Global E-Commerce team in Singapore. The role focuses on developing advanced algorithms for ETA prediction, intelligent pricing, and enhancing user experiences through machine learning and AI. **

Job Summary

  • This role focuses on building core algorithmic frameworks that integrate physical logistics factors like delivery speed and shipping costs into search and recommendation ecosystems.
  • The team leverages cutting-edge techniques including the proprietary OneTrans Model for ETA prediction and advanced Causal Inference for intelligent pricing strategies.
  • Candidates will pioneer domain-specific Large Language Models and deploy intelligent AI Agents to autonomously resolve complex user-facing issues.

Matching Summary

Match Score: 75

** ByteDance is seeking a Machine Learning Engineer for its Global E-Commerce team in Singapore. The role focuses on developing advanced algorithms for ETA prediction, intelligent pricing, and enhancing user experiences through machine learning and AI. **

Salary

Not specified; Not specified; Not specified

Skills & Requirements

Must-have

  • Master's or PhD in quantitative field
  • Python C++ or Java programming
  • Deep learning frameworks TensorFlow PyTorch
  • Big Data tools Spark Hive SQL
  • A/B testing and experimentation design

Nice-to-have

  • Spatio-temporal modeling expertise
  • Causal inference dynamic pricing experience
  • Search and recommendation system knowledge
  • LLM training pipeline proficiency
  • Top-tier conference publications

Key Requirements

  • Master's or PhD degree required
  • Proficiency in Python, C++, or Java
  • Experience with Spark and Hive SQL
  • Background in applied machine learning
  • Proven track record in A/B testing

Work Rights

Not specified

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