NCS is a leading AI Tech Services company. With a 15,000-strong team across the Asia Pacific, NCS scales its platforms and capabilities to provide clients with greater agility and AI expertise across a range of Industries. Embracing a strong ecosystem of global partners, NCS transforms technology services delivery combining AI with digital resilience to drive real business impact. NCS is a subsidiary of the Singtel Group.

Job Description

Senior Cloud DataOps & MLOps Engineer (AWS, SageMaker, Prometheus, Grafana)

Overview

We are looking for a hands-on Cloud DataOps & MLOps Engineer to help build and operate a modern AWS-based monitoring and ML platform environment.

This Role Will Focus On

Setting up and managing Amazon SageMaker
Implementing centralized monitoring and observability using Prometheus and Grafana
Building logging and metrics pipelines across AWS applications and services
Supporting cloud platform automation, operational monitoring and MLOps enablement

The ideal candidate should have a strong cloud engineering foundation and practical experience operating enterprise AWS environments.

Key Responsibilities

Design and implement AWS cloud infrastructure and operational platforms
Configure and manage Amazon SageMaker environments
Set up centralized monitoring, metrics and alerting using Prometheus and Grafana
Build logging and observability pipelines across applications and AWS services
Develop dashboards, alerts and operational monitoring standards
Support platform automation using Infrastructure-as-Code and CI/CD pipelines
Work closely with application, data and platform teams to improve reliability and operational visibility
Troubleshoot production issues and optimize cloud platform performance

Qualifications

Required Skills & Experience

Mandatory

Strong hands-on AWS cloud experience
Good understanding of:

IAM
VPC
EC2
S3
CloudWatch
ECS / EKS
Security and networking fundamentals

Experience with:

Prometheus
Grafana
Monitoring and observability platforms
Centralized logging architectures

Experience with Amazon SageMaker or MLOps platforms
Experience with Terraform, CloudFormation or similar IaC tools
Scripting experience in Python or Bash
Experience supporting production cloud environments

Preferred

Kubernetes / EKS experience
OpenTelemetry experience
CI/CD pipeline implementation
DataOps or platform engineering background
AWS certifications

Ideal Candidate

We Are Looking For Someone Who Is

Hands-on and technically strong
Comfortable working in enterprise cloud environments
Strong in troubleshooting and operational support
Proactive and able to work independently
Able to communicate effectively with technical and business stakeholders

Experience supporting AI/ML platforms
Experience with enterprise observability frameworks
Multi-account AWS environment experience
FinOps or cloud governance exposure

Additional Information

Why Join NCS

Lead high-impact AI management consulting programs for major enterprises and public sector clients.
Shape enterprise strategies and governance frameworks that drive real transformation.
Work with a talented, multidisciplinary team in a collaborative environment.
Competitive compensation and strong professional development support.

We are driven by our AEIOU beliefs—Adventure, Excellence, Integrity, Ownership, and Unity—and we seek individuals who embody these values in both their professional and personal lives. We are committed to our Impact: Valuing our clients, Growing our people, and Creating our future.

Together, we make the extraordinary happen.

Learn more about us at ncs.co and visit our LinkedIn career site.

Scam Alert

We are aware of fraudulent job offers and impersonations of NCS recruiters. Phishing emails using convincing-looking but fake addresses are also commonly used to trick you into thinking that they come from official NCS sources.

Please note that all official communications from NCS Group will only be sent from verified corporate email addresses. Always check that the sender's email address ends with the genuine NCS domain, @ncs.com.sg and beware of extra letters, symbols or misspellings. When in doubt, verify the sender's identity by contacting us at [HIDDEN TEXT].

Cloud Data Platform Engineer