Backend Engineer

2 days ago

Singapore ByteDance Full time

Responsibilities
About the Team: The Applied Machine Learning (AML) - Enterprise team provides machine learning platform products on VolcanoEngine with a cloud native resource scheduling system that intelligently orchestrates different tasks and jobs, minimising the costs of every experiment and maximising resource utilisation. It offers rich modelling tools including customised machine learning tasks and a web IDE, and multi-framework high performance model inference services. In 2021, through VolcanoEngine, this machine learning infrastructure was released to the public to reduce computation costs for enterprises and lower barriers to machine learning engineering while enabling deeper AI developments. Responsible for Ark Large Model Platform development on Volcano Engine, researching systematic solutions for large model implementations and applications across industries, striving to reduce the IT cost of large model applications and to meet users\' growing demand for intelligent interaction.
Research, design, and develop computer and network software or specialised utility programs.
Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis.
Update software, enhance existing software capabilities, and develop and direct software testing and validation procedures.
Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements.
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