Multi-Cloud AI Engineer — Frontline Deployment

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

Job summary

NCS is seeking a Forward Deployed Engineer to design, deploy and support AI applications across GCP, AWS and Azure. You will deliver secure cloud AI solutions, leverage Gen AI and Agentic workflows, and work closely with stakeholders to ensure project success.

Required hands-on AI experience (4+ years) and proficiency with Terraform, Kubernetes, and CI/CD, plus strong scripting in Python or Bash. This role emphasizes secure software delivery and enterprise-scale cloud architectures.

Qualifications

• Mandatory – Hold one or more Professional Level Cloud certifications.
• Minimum 6-7 years of relevant IT experience, preferably with an SI company.
• Hands-on experience with Python, Java (8+), J2EE, Spring, Spring Boot, JPA, Hibernate.
• Strong exposure to Kubernetes, Docker, AWS EKS/ECS, Fargate, GCP/Azure services.
• Experience with Terraform and other IaC tools.
• Experience with CI/CD tooling (Jenkins, Nexus, SonarQube, Fortify).
• Knowledge of cloud security principles and API management.
• Familiarity with big data services and cloud-native architectures.
• Strong communication and stakeholder management skills.

Responsibilities

• Design and build AI-enabled cloud solutions across GCP, AWS, and Azure.
• Develop APIs and backend jobs in multi-cloud environments.
• Move traditional platforms to Agentic workflows with secure delivery.
• Refactor multi-channel architectures using containerization and cloud tech.
• Follow governance and microservices development practices in delivery.
• Demonstrate ownership of designs, code and tests per spec.
• Use infrastructure as code and automated deployment processes.
• Perform code reviews and support production issue resolution.
• Collaborate with a cross-functional team including leadership.

Skills

DevOps practices

API design

Cloud security

Python

Java

Kubernetes

Terraform

CI/CD

Problem solving

Communication

Education

Cloud certifications (Professional Level)

Tools

GCP

AWS

Azure

Git/Jira

Job description

NCS is seeking a Forward Deployed Engineer to design, deploy and support AI applications across GCP, AWS and Azure. You will deliver secure cloud AI solutions, leverage Gen AI and Agentic workflows, and work closely with stakeholders to ensure project success.

Required hands-on AI experience (4+ years) and proficiency with Terraform, Kubernetes, and CI/CD, plus strong scripting in Python or Bash. This role emphasizes secure software delivery and enterprise-scale cloud architectures.