Production ML Ops Engineer (Databricks & MLflow)

EastWest Bank; Taguig; Hybrid; PHP 900,000 - 1,300,000; Full time

Job summary

East West Banking Corporation in Taguig seeks a skilled ML Operations Engineer to deploy, monitor, and improve production ML pipelines built on Databricks and MLflow. You will partner with data scientists and platform engineers to operationalize models and maintain CI/CD workflows, data quality, and model governance in a banking environment.

The role is hybrid with a focus on reliability, automation, and scalable platform standards, offering career growth and exposure to industry-leading ML

Qualifications

• Bachelor's degree in Computer Science, Information Systems, Engineering, Data Science, or any related technical field.
• 3-5 years of experience in Data Engineering, ML Engineering, or ML Operations, with hands-on experience in model deployment and pipeline automation within production environments.

Responsibilities

• Support the deployment, configuration, monitoring, and day-to-day operations of machine learning platforms built on Databricks and MLflow.
• Package, register, version, and deploy machine learning models to production, ensuring smooth model promotion and release processes.
• Build and maintain CI/CD pipelines using GitLab, including automated testing, validation, and deployment workflows.
• Monitor model performance, data quality, and drift, proactively identifying issues and escalating risks to maintain production reliability.
• Collaborate with Data Scientists and Platform Engineers to operationalize machine learning solutions and deliver production-ready deployments.
• Maintain technical documentation, deployment procedures, and platform standards to support scalable and efficient ML Operations practices.

Skills

Databricks

MLflow

Model lifecycle

Experiment tracking

Model registry

CI/CD pipelines

GitLab

Python

Docker

Kubernetes

Airflow

ML frameworks

Education

Bachelor's degree in Computer Science/IS/Engineering/Data Science

Tools

Databricks

GitLab

Job description

East West Banking Corporation in Taguig seeks a skilled ML Operations Engineer to deploy, monitor, and improve production ML pipelines built on Databricks and MLflow. You will partner with data scientists and platform engineers to operationalize models and maintain CI/CD workflows, data quality, and model governance in a banking environment.

The role is hybrid with a focus on reliability, automation, and scalable platform standards, offering career growth and exposure to industry-leading ML