Backend Engineer - ARK Large Model Platform (Singapore) Technology - Backend Singapore Regular

ByteDance; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

A leading tech company in Singapore is seeking a software developer for their Applied Machine Learning team. The candidate will research and develop innovative software solutions, enhance existing capabilities, and ensure integration of hardware and software. This role entails working on significant projects within a cloud-native resource scheduling system for machine learning applications.

Responsibilities

• Research, design, and develop computer and network software.
• Analyse user needs and develop software solutions.
• Update software and enhance existing capabilities.
• Integrate hardware and software systems.

Job description

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.