[LTA-TRO] SENIOR/ EXECUTIVE/ INFRASTRUCTURE ENGINEER - TRANSPORT AI PROGRAMME
Core
Build and operate cloud and on-premise infrastructure to support AI workloads for Singapore's land transport network, ensuring reliable, secure, and scalable environments for model training, evaluation, and serving.
Role type
Senior Infrastructure Engineer (AI/MLOps)
Builds
Cloud and hybrid infrastructure for AI systems, including GPU compute, model serving environments, data storage, and networking.
Domain
Public sector transport operations + AI infrastructure
Deliverable
infrastructure
Required skills
Cloud platform expertise (AWS/Azure/GCP), Infrastructure-as-Code (Terraform/Pulumi), Kubernetes, GPU infrastructure management, MLOps platforms (MLflow/Kubeflow/SageMaker), observability tooling, CI/CD pipeline design, security and compliance implementation.
Preferred skills
Experience in secure or regulated government environments, experience with industry partner integration, disaster recovery planning.
Technologies
AWS, Azure, GCP, Terraform, Pulumi, Kubernetes, MLflow, Kubeflow, SageMaker
Responsibilities
Provision and manage cloud/hybrid infrastructure for AI workloads; build and maintain CI/CD pipelines and IaC configurations; implement observability tooling for AI services; ensure security, compliance, and data residency requirements; support MLOps workflows including model registry and experiment tracking; collaborate on infrastructure integration with industry partners; contribute to incident response and capacity planning.
Seniority
Senior, hands-on IC
