Forward Deployed AI Cloud Engineer — Multi-Cloud & LLMOps

NCS Pte Ltd; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

NCS, a leading AI Tech Services company, seeks a Forward Deployed Engineer to design, rapidly build, and maintain AI applications across GCP, AWS, and Azure. You will deliver secure AI solutions, leverage Gemini Enterprise, Bedrock, and other cloud services, and drive rapid prototyping and DevOps-enabled deployments.

The role emphasizes hands-on cloud engineering, LLMOps, and Agentic Workflows with a customer-first mindset.

Qualifications

• Mandatory – Hold one or more Professional Level Cloud certifications such as Generative AI Leader, Machine Learning Engineer, Cloud Architect, Cloud DevOps Engineer, Cloud Developer or equivalent.
• Minimum 6–7 years of relevant IT experience, preferably with an SI company.
• Hands-on experience with Python/Java/J2EE and cloud platforms (GCP/AWS/Azure).
• Strong exposure to LLMs, Gen AI, Agentic workflows, and production-grade AI solutions.

Responsibilities

• Design and build AI-powered solutions in GCP, AWS, and Azure environments.
• Develop APIs, services and backend jobs across cloud environments and on-premises.
• Transition legacy platforms to Agentic workflows and modernize architectures.
• Refactor multi-channel architectures using AI, containers and cloud-native services.
• Follow governance and microservices practices across the development lifecycle.
• Own technical designs, code development, and component testing.
• Apply configuration management and CI/CD to deploy code.
• Perform code reviews and security-focused improvements.
• Collaborate with cross-functional teams to deliver projects on time.

Skills

Python

Java

J2EE

Spring

Spring Boot

JPA

Hibernate

LLMOps

Agentic workflows

Terraform

Kubernetes

Docker

AWS EKS/ECS

GCP/Azure services

APIs & DevOps

Git/Jira/Confluence/Jenkins

Security in cloud

Networking & VPCs

Tools

Kubernetes

Docker

Terraform

Jenkins

Git

Confluence

Jira

Job description

NCS, a leading AI Tech Services company, seeks a Forward Deployed Engineer to design, rapidly build, and maintain AI applications across GCP, AWS, and Azure. You will deliver secure AI solutions, leverage Gemini Enterprise, Bedrock, and other cloud services, and drive rapid prototyping and DevOps-enabled deployments.

The role emphasizes hands-on cloud engineering, LLMOps, and Agentic Workflows with a customer-first mindset.