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ML Infra Engineer for Scalable Recommendation Systems

TIKTOK PTE. LTD.

Singapore

On-site

SGD 60,000 - 90,000

Full time

Today
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Job summary

A leading social media platform in Singapore is seeking a skilled developer to optimize their recommendation system. The ideal candidate should have a Bachelor's degree in Computer Science or a related field, and at least 3 years of experience in building scalable systems. Proficiency in C/C++/golang and understanding GPU architecture are essential. This role offers a collaborative environment where creativity is encouraged.

Qualifications

  • 3+ years of experience building scalable systems.
  • Experience in a Linux environment.
  • Understanding of GPU hardware architecture and software stack.

Responsibilities

  • Train and optimize machine learning models.
  • Build high-performance online services.
  • Develop and maintain large-scale recommendation systems.

Skills

C/C++/golang
GPU performance analysis
Deep model inference/training
Machine learning frameworks

Education

Bachelor's degree in Computer Science or related fields

Tools

CUDA
TensorFlow
PyTorch
MLIR
TVM
XLA
Job description
A leading social media platform in Singapore is seeking a skilled developer to optimize their recommendation system. The ideal candidate should have a Bachelor's degree in Computer Science or a related field, and at least 3 years of experience in building scalable systems. Proficiency in C/C++/golang and understanding GPU architecture are essential. This role offers a collaborative environment where creativity is encouraged.
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