Machine Learning Engineer

  • Limerick
  • Permanent
  • Mon Jun 9 16:43:35 2025
  • 146056

Machine Learning Engineer

Location: Limerick (Hybrid – 2–3 days onsite)
Salary: €70,000 – €80,000 DOE
Type: Full-Time | Permanent

About the Role

We’re seeking an experienced Machine Learning Engineer to join a high-growth tech team based in Limerick. You'll play a key role in developing and deploying ML models within production environments, working closely with software engineers, data scientists, and product managers.

This isn’t just about writing notebooks — we’re looking for someone who can design and implement scalable ML systems, not just scripts.

Responsibilities

  • Build and deploy production-grade machine learning models (classification, regression, NLP, etc.)

  • Develop reusable ML pipelines using Python and libraries like scikit-learn, PyTorch or TensorFlow

  • Collaborate with cross-functional teams to integrate ML solutions into real applications

  • Conduct model performance analysis and iterate based on business feedback

  • Automate model training, validation, and deployment using tools like MLflow, Airflow, or Kubernetes

  • Contribute to code reviews, architecture discussions, and system design

Required Skills

  • 4+ years of Python development experience (not just scripting – solid OOP, architecture, testing)

  • Proven experience deploying ML models into production environments

  • Strong understanding of algorithms, data structures, and model evaluation metrics

  • Experience with frameworks such as scikit-learn, PyTorch, TensorFlow

  • Comfortable working in cloud environments (AWS, GCP or Azure)

  • Familiarity with containerization (Docker) and CI/CD for ML workflows

Desirable

  • MLOps experience (e.g., MLflow, Kubeflow, SageMaker)

  • Exposure to time series forecasting or recommendation systems

  • Experience working in regulated environments (e.g., medtech, finance) is a plus

  • Familiarity with RESTful APIs or microservices for model serving

Benefits

  • Hybrid working model (2–3 days onsite in Limerick)

  • Private healthcare, pension contribution, and bonus scheme

  • Personal development budget & training

  • Collaborative, engineering-first environment

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