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 Reperio Human Capital acts as an Employment Agency and an Employment Business. Skills: ML AI Python Limerick