Forward Deployed AI Engineer — Multi-Cloud & GenAI

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

Job summary

NCS is seeking a Forward Deployed Engineer to design, rapidly build, and maintain AI applications across GCP, AWS, and Azure. You will develop APIs and backend jobs, drive transitions from legacy platforms to Agentic workflows, and ensure secure cloud delivery with governance and microservices best practices.

You will collaborate with stakeholders, deliver scalable AI solutions, and stay ahead in a dynamic cloud landscape with strong consulting and customer-first focus.

Qualifications

• Mandatory cloud certifications at professional level.
• 6–7 years of IT experience, preferably with an SI company.
• Hands-on with Python/Java, Kubernetes, cloud services.

Responsibilities

• Design and build solutions leveraging upon AI technologies
• Develop traditional APIs, services and backend jobs in both server and GCP, AWS, Azure environments
• Design and build solutions for transition from traditional, legacy platforms to Agentic workflows
• Refactor existing multi-channel architecture providing differentiated end-user experiences by leveraging AI Technologies, containerization and cloud technology
• Follow governance and microservices development guiding principles in ensuring that the best practices are adhered to as part of the development cycle
• Demonstrate ownership of technical designs, code development, and component test execution to align with functional specification.
• Use configuration management and integration/build automation tools to deploy application code.
• Perform code scans, code reviews and provide critical suggestions for fixes and improvements
• Support issue analysis and resolution activities during test and production support phases
• Collaborate within a project team comprised of talented employees with diverse and complementary skills

Skills

Cloud architecture knowledge

CI/CD & DevOps

Python/Java

Kubernetes

Security best practices

Education

Professional Cloud certifications

Tools

Terraform

Docker

Git/Jira/Confluence

Job description

NCS is seeking a Forward Deployed Engineer to design, rapidly build, and maintain AI applications across GCP, AWS, and Azure. You will develop APIs and backend jobs, drive transitions from legacy platforms to Agentic workflows, and ensure secure cloud delivery with governance and microservices best practices.

You will collaborate with stakeholders, deliver scalable AI solutions, and stay ahead in a dynamic cloud landscape with strong consulting and customer-first focus.