Senior AI Transport Infrastructure Engineer - Cloud & MLOps

Land Transport Authority (LTA); Singapore; Vor Ort; SGD 90.000 - 130.000; Vollzeit

Zusammenfassung

Land Transport Authority (LTA) in Singapore is hiring an infrastructure engineer to build and operate cloud and on-premise infrastructure underpinning AI systems for transport operations. You will work with AI developers to provision, automate, and maintain environments where models are trained, evaluated, and served in production.

The role reports to the Transport AI Programme Director and involves close collaboration with industry partners on infrastructure integration and joint deployment.

Qualifikationen

• 2–4 years infrastructure or DevOps/MLOps engineering experience supporting AI or data-intensive workloads.
• Proficiency with at least one major cloud platform (AWS, Azure, or GCP) and IaC tools (Terraform, Pulumi, or equivalent).
• Experience with Kubernetes, container orchestration, and GPU infrastructure management is highly desirable.
• Experience working in secure or regulated environments, particularly within government or critical infrastructure is a plus.
• Strong communication skills and ability to work in cross-functional teams to translate operational data needs into robust engineering solutions.

Aufgaben

• Provide cloud and hybrid infrastructure for AI workloads including GPU compute, model serving environments, data storage, and networking.
• Build and maintain CI/CD pipelines, IaC configurations, and automated deployment workflows for AI systems.
• Implement and manage observability tooling across AI services in production.
• Ensure infrastructure meets security, compliance, and data residency requirements for government systems, including access controls and audit logging.
• Support MLOps workflows including model registry management, experiment tracking, and automated evaluation pipelines.
• Collaborate with industry partners on infrastructure integration and deployment coordination across boundaries.
• Contribute to incident response, capacity planning, and disaster recovery planning for AI systems.

Kenntnisse

Cloud platforms

DevOps / MLOps

Cross-functional collaboration

Strong communication

Ausbildung

Bachelor's in CS/Computer Engineering or related field

Tools

Terraform

Pulumi

Kubernetes

GPU infrastructure management

Jobbeschreibung

Land Transport Authority (LTA) in Singapore is hiring an infrastructure engineer to build and operate cloud and on-premise infrastructure underpinning AI systems for transport operations. You will work with AI developers to provision, automate, and maintain environments where models are trained, evaluated, and served in production.

The role reports to the Transport AI Programme Director and involves close collaboration with industry partners on infrastructure integration and joint deployment.