ML Systems Engineer – GenAI & Large-Scale Training

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

1100 Micron SemiAsiaOP Pte Ltd in Singapore is looking for a Machine Learning Engineer to drive innovative AI solutions in the memory solutions market. This role involves architecting and executing large-scale model training, optimizing performance, and developing AI agents for automation.

The ideal candidate will possess a technical degree, strong experience with GPU architecture, and proficiency in Python. The position demands excellent analytical skills and the ability to work in a dynamic environment.

Qualifications

• Deep understanding of GPU architecture and experience managing GPU resources.
• Hands-on experience with Distributed Data Parallel and model parallelism techniques.
• Proficiency in fine-tuning LLMs using PEFT techniques.

Responsibilities

• Architect and execute large-scale custom model training and fine-tuning jobs.
• Design and develop autonomous AI agents to automate complex workflows.
• Build and maintain data/solution pipelines for machine learning models.

Skills

GPU architecture understanding

Distributed Data Parallel (DDP)

Large Language Models (LLMs)

Python programming

Continuous integration/continuous delivery (CI/CD)

Big data processing

Education

Technical Degree

Computer Science or Statistics background

Tools

PyTorch

TensorFlow

Jenkins

Kubernetes

Docker

Job description

1100 Micron SemiAsiaOP Pte Ltd in Singapore is looking for a Machine Learning Engineer to drive innovative AI solutions in the memory solutions market. This role involves architecting and executing large-scale model training, optimizing performance, and developing AI agents for automation.

The ideal candidate will possess a technical degree, strong experience with GPU architecture, and proficiency in Python. The position demands excellent analytical skills and the ability to work in a dynamic environment.