Leverage AWS services (SageMaker, ECR, EKS/ECS, Lambda, Step Functions, S3, CloudWatch, CloudFormation, Terraform, etc.) to host, scale, and manage model training and inference pipelines.
Develop monitoring and alerting solutions for model latency, accuracy, data drift, and infrastructure health; integrate with Prometheus, Grafana, CloudWatch, or similar tools.
Automate model versioning, artifact storage, and metadata tracking using Mlflow or SageMaker model registry.
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Leverage AWS services (SageMaker, ECR, EKS/ECS, Lambda, Step Functions, S3, CloudWatch, CloudFormation, Terraform, etc.) to host, scale, and manage model training and inference pipelines.
Develop monitoring and alerting solutions for model latency, accuracy, data drift, and infrastructure health; integrate with Prometheus, Grafana, CloudWatch, or similar tools.
Automate model versioning, artifact storage, and metadata tracking using Mlflow or SageMaker model registry.
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Imagine being part of a team that harnesses the power of AI to drive business growth and innovation at OCBC. As an MLOps Engineering Lead, you’ll be pivotal in scaling our AI capabilities, bridging the gap between experimental models and robust, production-ready services that power our financial products. You’ll guide the development and maintenance of end‑to‑end ML pipelines, champion automation in deployments, and ensure models run securely, efficiently, and with high availability. You will play a crucial role in mentoring other MLOps engineers, fostering best practices, and collaborating cross-functionally to deliver impactful solutions to our customers and the business.
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Imagine being part of a team that harnesses the power of AI to drive business growth and innovation at OCBC. As a Machine Learning Ops (MLOps) Engineer, you’ll be the bridge that turns experimental models into production‑ready services that power our financial products. You’ll work on end‑to‑end ML pipelines, automate deployments, and ensure that models run securely, efficiently, and with high availability, all while collaborating with cross‑functional teams and seeing the direct impact of your work on our customers and the business.
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