ML Infra Engineer for Scalable Recommendation Systems

ByteDance; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

A leading technology company in Singapore is looking for a Software Engineer in Machine Learning Infra specializing in recommendation architecture. The role involves building and optimizing systems for high availability and performance, applying expertise in programming and GPU technologies. Candidates should have a degree in Computer Science, experience in scalable system design, and proficiency in languages such as C/C++. Join us to work on innovative projects that inspire creativity and enhance user experiences.

Qualifications

• 3+ years of experience building scalable systems.
• Experience in Linux environment with programming languages like C/C++ or Golang.
• Familiar with deep model inference and model optimization tools.

Responsibilities

• Optimize machine learning models for infrastructure.
• Build online services for TikTok's recommendation system.
• Develop globalized large-scale recommendation systems.

Skills

C/C++

Golang

TensorFlow

PyTorch

MxNet

GPU performance analysis

Education

Bachelor's degree in Computer Science or related fields

Tools

CUDA

cuDNN

TVM

MLIR

XLA

Job description

A leading technology company in Singapore is looking for a Software Engineer in Machine Learning Infra specializing in recommendation architecture. The role involves building and optimizing systems for high availability and performance, applying expertise in programming and GPU technologies. Candidates should have a degree in Computer Science, experience in scalable system design, and proficiency in languages such as C/C++. Join us to work on innovative projects that inspire creativity and enhance user experiences.