Data-Centric ML Platform Engineer — HPC/Cloud

Immigration Policy Lab; Singapore; On-site; SGD 120,000 - 180,000; Full time

Benefits offered by this job

TAFEP compliant workplace

Diverse international team

Job summary

Singapore-ETH Centre is seeking a System Engineer for the ML Platform on a Cloud-like HPC infrastructure with a data-centric focus. You will manage the ML platform to support the full research lifecycle, including data tokenization, model cartography, and validation; this role involves multi-tenant HPC environments and quarterly travel to collaborate with the Swiss team.

The ideal candidate has a background in computer engineering or CS, experience with microservices, Linux, CI/CD, and

Qualifications

• Bachelor’s degree or higher in computer engineering, CS or related field.
• Knowledge of microservice architecture.
• Linux administration skills.
• Automation tools and CI/CD ecosystems (Gitlab CI, Vault).
• Developing Ansible configurations.
• Versioning and CI/CD workflows such as ArgoCD.

Responsibilities

• Manage the ML platform with a data-centric focus across the research lifecycle.
• Support data-centric CI/CD pipelines with artifact provenance (link training data IDs, preprocessing logs, and hyperparameters to artifacts).
• Use automation frameworks (Ansible) to manage modular vService integrations, enabling Token-Cartographer components in research environments.
• Ensure platform observability makes data and latent space embeddings visible and queryable for researchers.
• Maintain interfaces to infrastructure provisioning APIs for dynamic, multi-tenant vCluster creation and resource allocation.
• Support end-to-end provisioning and management of the ML platform, including secret vaults, git runners, and centralized artifact repositories.

Skills

Microservice architecture

Linux administration

Automation CI/CD

Ansible configurations

ArgoCD

Gitlab CI

HashiCorp Vault

Communication skills

Education

Bachelor's degree or higher in computer engineering, computer science, or related field

Tools

Gitlab CI

HashiCorp Vault

Ansible

Job description

Singapore-ETH Centre is seeking a System Engineer for the ML Platform on a Cloud-like HPC infrastructure with a data-centric focus. You will manage the ML platform to support the full research lifecycle, including data tokenization, model cartography, and validation; this role involves multi-tenant HPC environments and quarterly travel to collaborate with the Swiss team.

The ideal candidate has a background in computer engineering or CS, experience with microservices, Linux, CI/CD, and