Senior MLOps Integration Engineer Scalable ML Pipelines

Aimlroles; Singapore; On-site; SGD 60,000 - 120,000; Full time

Job summary

1011 United Overseas Bank Ltd is seeking a Senior Officer MLOps Integration Engineer to bridge data science and IT operations within our enterprise systems. You will design robust MLOps pipelines, containerized workloads, and scalable cloud deployments to bring ML models into production across enterprise systems.

You will collaborate with data scientists and engineers, implement CI/CD for ML, monitor model health and data drift, and ensure security governance.

Qualifications

• Bachelor's or Master's in CS/Engineering/Data Science.
• 1+ years in MLOps/DevOps or similar.
• Strong Python programming.
• Experience with ML platforms: MLflow, Kubeflow, Sagemaker, Azure ML, Vertex AI.
• Experience with containers and cloud platforms: Docker, Kubernetes, AWS, Azure, GCP.
• Understanding of CI/CD principles and tools.
• Familiarity with data engineering concepts (SQL, Spark, Kafka).
• Strong problem solving and teamwork.
• Excellent communication and interpersonal skills.
• Financial services experience is a plus.

Responsibilities

• Design, develop, and maintain MLOps pipelines for model training, deployment, monitoring, and retraining.
• Implement and manage infrastructure for scalable ML workloads, including containerization and cloud platforms.
• Collaborate with data scientists, software engineers, and IT operations teams to ensure seamless model integration.
• Develop and implement CI/CD strategies for ML models.
• Establish and maintain monitoring and alerting for model performance and data drift.
• Troubleshoot and resolve issues related to ML deployments and infrastructure.
• Ensure compliance with bank security and governance policies.
• Research and implement new MLOps tools and best practices.
• Document MLOps processes, architectures, and solutions.

Skills

Python

MLflow

Kubeflow

SageMaker

Azure ML

Vertex AI

Docker

Kubernetes

AWS

Azure

GCP

CI/CD

Jenkins

GitLab CI

Azure DevOps

SQL

Spark

Kafka

Communication

Teamwork

Education

Bachelor's or Master's in CS/Engineering/Data Science

Tools

Docker

Kubernetes

Jenkins

GitLab CI

Azure DevOps

SQL

Spark

Kafka

Job description

1011 United Overseas Bank Ltd is seeking a Senior Officer MLOps Integration Engineer to bridge data science and IT operations within our enterprise systems. You will design robust MLOps pipelines, containerized workloads, and scalable cloud deployments to bring ML models into production across enterprise systems.

You will collaborate with data scientists and engineers, implement CI/CD for ML, monitor model health and data drift, and ensure security governance.