Architect DevOps & MLOps for AI Platform

HTX (Home Team Science & Technology Agency); Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

HTX is Singapore’s premier Science and Technology agency focused on homeland security. The AI Platform team builds and deploys AI‑infused software with modern DevSecOps, agile practices, and scalable ML infrastructure.

The role targets DevOps & ML Engineer core responsibilities, enabling automated AI workloads and robust pipelines. You will design, implement, and maintain ML infra using Kubeflow, MLflow, RunAI, and ArgoCD/FluxCD, while ensuring secure, reliable deployments and fast feedback

Qualifications

• Experience with Linux and Python and scripting capabilities.
• Experience developing and deploying containerised apps with Docker and Kubernetes.
• Strong CI/CD experience, e.g., GitLab CI, in an ML/AI context.
• Solid DevSecOps understanding, including container security and vulnerability scanning.
• Familiarity with cloud or on‑premise security best practices and threat modelling.
• Relevant Kubernetes certifications (CKA/CKAD/CKS) preferred.
• Strong problem‑solving and collaboration skills in a fast‑paced environment.
• 1–5 years of relevant working experience.
• Two‑year contract to start with potential for permanent tenure.

Responsibilities

• Design, build, and maintain scalable ML infrastructure using Kubeflow, MLflow, RunAI, GitLab.
• Automate CI/CD and ML environments to ensure consistency and reliability.
• Ensure automated testing and validation of AI/ML models before deployment.
• Monitor and optimise CI/CD pipeline performance to reduce build times.
• Monitor model health and logging/alerting for production workloads.
• Implement retraining strategies based on performance metrics.
• Develop IaC scripts to provision ML and infrastructure resources.
• Participate in agile ceremonies and backlog grooming.

Skills

Linux

Python

Scripting

Docker

Kubernetes

Kubeflow

MLflow

RunAI

ArgoCD/FluxCD

GitLab CI

DevSecOps

Cloud security

CKA/CKAD/CKS

Tools

Kubeflow

MLflow

RunAI

ArgoCD/FluxCD

Docker

Kubernetes

GitLab CI

Job description

HTX is Singapore’s premier Science and Technology agency focused on homeland security. The AI Platform team builds and deploys AI‑infused software with modern DevSecOps, agile practices, and scalable ML infrastructure.

The role targets DevOps & ML Engineer core responsibilities, enabling automated AI workloads and robust pipelines. You will design, implement, and maintain ML infra using Kubeflow, MLflow, RunAI, and ArgoCD/FluxCD, while ensuring secure, reliable deployments and fast feedback