MLOps Lead: Production ML Architect

UnionBank; Pasig; On-site; PHP 2,800,000 - 5,600,000; Full time

Job summary

UnionBank is seeking an experienced MLOps Lead to drive end‑to‑end operationalization of machine learning solutions. You will design and implement ML pipelines, CI/CD workflows, feature stores, and deployment frameworks, collaborating with Data Science, Data Engineering, and DevOps teams to ensure scalable and secure ML systems.

The role emphasizes governance, automation, and reliable model delivery to accelerate business outcomes.

Qualifications

• Expertise in Python and software engineering fundamentals.

Responsibilities

• Lead the design, development, and maintenance of end‑to‑end machine learning pipelines, ensuring reliability, scalability, and production readiness.

Skills

Python

SQL

MLflow

Kubeflow

SageMaker

Vertex AI

CI/CD

GitOps

Docker

Kubernetes

AWS

Azure

Snowflake

Job description

UnionBank is seeking an experienced MLOps Lead to drive end‑to‑end operationalization of machine learning solutions. You will design and implement ML pipelines, CI/CD workflows, feature stores, and deployment frameworks, collaborating with Data Science, Data Engineering, and DevOps teams to ensure scalable and secure ML systems.

The role emphasizes governance, automation, and reliable model delivery to accelerate business outcomes.