ML Ops Engineer: Production Pipelines & CI/CD (Hybrid)

East West Banking Corporation; Makati; Hybrid; PHP 900,000 - 1,500,000; Full time

Benefits offered by this job

Hybrid work arrangement

Career development

Competitive salary package

Job summary

East West Banking Corporation in Taguig is hiring an experienced ML Operations Engineer to join the Enterprise Data team. You will deploy, monitor, and improve ML models and data pipelines, collaborating with data scientists and platform engineers to operationalize solutions in production environments.

The role emphasizes Databricks/MLflow expertise, CI/CD with GitLab, and strong Python/Machine Learning framework skills, within a hybrid work setting and a bank-focused environment.

Qualifications

• Bachelor's degree in a technical field is required.
• 3–5 years in Data/ML Engineering or ML Operations with production deployment experience.
• Strong knowledge of Databricks, MLflow, model lifecycle management and experiment tracking.
• Experience building CI/CD pipelines with GitLab; Python and ML frameworks like scikit-learn, XGBoost, PyTorch.
• Familiar with Docker, Kubernetes, and Airflow; capable of monitoring data quality and model performance.

Responsibilities

• Support deployment, configuration, monitoring, and day-to-day operations of ML platforms on Databricks and MLflow.
• Package, register, version, and deploy ML models to production with controlled release processes.
• Build and maintain CI/CD pipelines using GitLab with automated testing and deployment workflows.
• Monitor model performance, data quality, drift, and escalate risks to ensure production reliability.
• Collaborate with Data Scientists and Platform Engineers to operationalize ML solutions.
• Maintain documentation, deployment procedures, and platform standards for scalable ML Ops.

Skills

Model deployment

Pipeline automation

CI/CD

Python

Education

Bachelor's degree in Computer Science, Information Systems, Engineering, Data Science, or related field

Tools

Databricks

MLflow

GitLab

scikit-learn

XGBoost

PyTorch

Docker

Kubernetes

Airflow

Job description

East West Banking Corporation in Taguig is hiring an experienced ML Operations Engineer to join the Enterprise Data team. You will deploy, monitor, and improve ML models and data pipelines, collaborating with data scientists and platform engineers to operationalize solutions in production environments.

The role emphasizes Databricks/MLflow expertise, CI/CD with GitLab, and strong Python/Machine Learning framework skills, within a hybrid work setting and a bank-focused environment.