Backend Engineer - Model Training Infra (Singapore)

BYTEDANCE PTE. LTD.

Singapore, Singapore
Not specified (assumed hybrid based on the nature of the role and company culture).
5+ years large-scale system development
Proficiency in c/c++/cuda/python
Deep learning frameworks tensorflow pytorch
ByteDance is seeking an experienced Backend Engineer for its Model Training Infra team in Singapore. The role involves designing and implementing large-scale machine learning systems, contributing to the company's innovative AI infrastructure for ads and search ranking

Job Summary

  • The team is responsible for pushing next-generation AI infrastructure and recommendation platforms for ads, search, and e-commerce ranking.
  • Candidates will design and implement global-scale machine learning systems while improving the usability and flexibility of the infrastructure.
  • ByteDance offers career growth opportunities, paid leave, and a flat organization structure with an 'Always Day 1' mindset.

Matching Summary

Match Score: 85

ByteDance is seeking an experienced Backend Engineer for its Model Training Infra team in Singapore. The role involves designing and implementing large-scale machine learning systems, contributing to the company's innovative AI infrastructure for ads and search ranking.

Skills & Requirements

Must-have

  • 5+ years large-scale system development
  • Proficiency in C/C++/CUDA/Python
  • Deep learning frameworks TensorFlow PyTorch
  • Core ML infrastructure experience
  • Model training and serving workflows

Nice-to-have

  • Open source contribution to ML frameworks
  • Mentoring interns
  • Multi-tenancy system design
  • Curiosity and humility mindset

Key Requirements

  • Minimum 5 years experience in large-scale systems
  • Solid programming skills in C/C++/CUDA/Python
  • Experience with TensorFlow, PyTorch, or Jax

Work Rights

Not specified

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