Principal ML Engineer

Cpl

📍 Dublin, County Dublin, Ireland

Full-time Computer Occupations Posted February 22, 2026

Job Description

Principal ML Engineer

The Opportunity

As a Principal ML Engineer, you will lead the technical architecture and engineering

strategy for integrating sophisticated AI into high-stakes Healthcare Information Systems

(HIS). We are looking for a seasoned builder who prioritizes reliability, system

performance, and automated scalability over hype.

While many focus on the 'science' of modeling, your mission is the engineering of the

ecosystem. You will architect the robust MLOps pipelines and cloud infrastructure

required to move models from experimental notebooks into mission-critical clinical

environments. You are the bridge between raw data and resilient, production-grade AI

services.

Key Responsibilities

1. MLOps & System Architecture

• Production Lifecycle: Lead the design and implementation of end-to-end ML

lifecycles, focusing on automated CI/CD pipelines, model versioning (MLflow/DVC),

...