Not specified (assumed to be hybrid based on industry standards).
Python programming proficiency
Pytorch deep learning framework
Docker containerization experience
HPC AI Technology Pte. Ltd. is seeking a Machine Learning Systems Engineer to develop and optimize core components of their machine learning platform. The ideal candidate will have a strong foundation in computer science, experience with Python and deep learning frameworks, and a passion for building high-performance systems
Job Summary
The role involves contributing to the development and optimization of core machine learning platform components including feature stores and model registries.
Candidates will assist in optimizing distributed training frameworks on large-scale clusters to address resource scheduling and communication bottlenecks.
The position requires building internal tools to improve engineering efficiency through automated evaluation systems and debugging utilities.
Matching Summary
Match Score: 75
HPC AI Technology Pte. Ltd. is seeking a Machine Learning Systems Engineer to develop and optimize core components of their machine learning platform. The ideal candidate will have a strong foundation in computer science, experience with Python and deep learning frameworks, and a passion for building high-performance systems.
Skills & Requirements
Must-have
Python programming proficiency
PyTorch deep learning framework
Docker containerization experience
Linux development environment
Computer science fundamentals
Nice-to-have
Go or C++ programming skills
Kubernetes orchestration knowledge
Model compilation with TVM or TensorRT
LLVM compiler fundamentals understanding
Open-source project contributions
Key Requirements
Bachelor's degree in Computer Science or related field
Strong foundation in operating systems and data structures
Experience with CI/CD pipelines and Git version control