ML Operations Engineer (Hybrid) – Production ML & Databricks

East West Banking Corporation; Pateros; Hybrid; PHP 1,800,000 - 3,000,000; Full time

Job summary

East West Banking Corporation in Taguig is seeking an experienced ML Operations Engineer to support deployment, automation, monitoring, and continuous improvement of production ML systems built on Databricks and MLflow. You will work with the Lead ML Operations Engineer to operationalize data science solutions while building expertise in modern ML Operations practices and platform engineering.

The role requires 3–5 years in Data Engineering/ML Operations, strong Python and ML framework skills,

Qualifications

• Bachelor's degree in Computer Science, Information Systems, Engineering, Data Science, or related field.
• 3–5 years in Data Engineering, ML Engineering, or ML Operations with hands-on deployment
• Strong knowledge of Databricks, MLflow, model lifecycle management, experiment tracking, and deployment processes.
• Experience building CI/CD pipelines with GitLab; proficient in Python and ML frameworks (scikit-learn, XGBoost, PyTorch).
• Familiarity with Docker, Kubernetes, Airflow; understands model monitoring, drift detection and QA practices.
• Certifications in Databricks/MLflow/AWS/GitLab are a plus; banking/regulatory awareness is a plus.

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 smooth promotion and release processes.
• Build and maintain CI/CD pipelines using GitLab with automated testing, validation, and deployment workflows.
• Monitor model performance, data quality, and drift; escalate risks to maintain production reliability.
• Collaborate with Data Scientists and Platform Engineers to operationalize ML solutions and deliver production-ready deployments.
• Maintain technical documentation, deployment procedures, and platform standards for scalable ML Operations.

Skills

Databricks

MLflow

Python

CI/CD GitLab

Docker

Kubernetes

Airflow

ML frameworks

Model monitoring

Data governance

Education

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

Tools

GitLab

Docker

Kubernetes

Airflow

Job description

East West Banking Corporation in Taguig is seeking an experienced ML Operations Engineer to support deployment, automation, monitoring, and continuous improvement of production ML systems built on Databricks and MLflow. You will work with the Lead ML Operations Engineer to operationalize data science solutions while building expertise in modern ML Operations practices and platform engineering.

The role requires 3–5 years in Data Engineering/ML Operations, strong Python and ML framework skills,