Principal ML Engineer — Architect & Scale Enterprise AI

Advanced Resource Managers Ltd; Dublin; On-site; EUR 120,000 - 180,000; Full time

Job summary

Advanced Resource Managers Ltd is seeking a Principal Machine Learning Engineer to lead the evolution of a large-scale AI and ML platform, guiding architecture, deployment, and operation of both traditional ML systems and agentic AI solutions.

This is a hands-on leadership role for someone who still codes but also defines strategy, sets standards, and mentors engineers to ensure secure, scalable, observable, and production-ready AI.

Qualifications

• 8+ years of hands-on engineering experience in ML/Platform/MLOps in enterprise environments.
• Strong Python expertise and production ML shipping track record.
• Deep Azure experience; AWS considered as alternative.
• Proficient in Terraform, Docker/Kubernetes, CI/CD, and IaC.

Responsibilities

• Define and lead architecture for ML and agentic AI platforms.
• Design and own MLOps and LLMOps across production environments.
• Build CI/CD, IaC, deployment automation, and platform reliability standards.
• Lead agent-to-agent communication and orchestration frameworks.
• Drive Azure-based AI infrastructure decisions and platform evolution.
• Mentor engineers and act as senior escalation point for production issues.

Skills

Python

Azure

MLOps

LLMOps

Observability

Multi-agent systems

Agentic AI

Production support

Tools

Docker

Kubernetes

Terraform

CI/CD

Job description

Advanced Resource Managers Ltd is seeking a Principal Machine Learning Engineer to lead the evolution of a large-scale AI and ML platform, guiding architecture, deployment, and operation of both traditional ML systems and agentic AI solutions.

This is a hands-on leadership role for someone who still codes but also defines strategy, sets standards, and mentors engineers to ensure secure, scalable, observable, and production-ready AI.