ML Infra Engineer for Scalable Recommendation Systems

TIKTOK PTE. LTD.; Singapore; On-site; SGD 60,000 - 90,000; Full time

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.