Graduate ML Orchestration Engineer

ByteDance; Singapore; On-site; SGD 70,000 - 120,000; Full time

Job summary

ByteDance AML team in Singapore seeks talented engineers to help scale distributed ML training and inference systems across CPU/GPU resources. You will contribute to scheduling, resource allocation, and efficiency improvements within a scalable ML platform.

Requirements include a Bachelor's in computing or related field and proficiency in Go or Python on Linux, with strong teamwork and self-motivation. This role offers growth in a fast-growing tech environment in Singapore.

Qualifications

• Bachelor's degree in computing or related field.
• Proficient in Go or Python on Linux.
• Familiar with distributed system principles and scheduling frameworks.
• Strong responsibility, learning, communication, and self-motivation.

Responsibilities

• Distributed orchestration & scheduling for deployment of services and training tasks.
• Optimize resource allocation and global efficiency across CPUs/GPUs.
• Contribute to training requirements and framework efficiency.
• Assist offline-to-online synchronization and data/model timing.

Skills

Go

Python

Distributed systems

Linux

Education

Bachelor's degree in computing or related

Job description

ByteDance AML team in Singapore seeks talented engineers to help scale distributed ML training and inference systems across CPU/GPU resources. You will contribute to scheduling, resource allocation, and efficiency improvements within a scalable ML platform.

Requirements include a Bachelor's in computing or related field and proficiency in Go or Python on Linux, with strong teamwork and self-motivation. This role offers growth in a fast-growing tech environment in Singapore.