Machine Learning Engineer

Intact Insurance is recruiting for the role of Machine Learning Engineer. The role builds and runs production-ready machine learning systems, working closely with Data Scientists and engineering teams. It focuses on scalable ML pipelines, deployment, monitoring, and operational reliability.

What you’ll do

• Build and automate ML pipelines for feature engineering, model training, and model scoring.
• Productionise Data Science models by turning notebooks into modular, tested, production-ready code.
• Deploy models in batch and real-time environments, including versioning, promotion, rollback, and scheduled workflows.
• Implement monitoring and observability, including drift detection, performance alerts, logging, and automated retraining.
• Work with Data Engineering and Platform teams on CI/CD, pipeline performance, compute optimisation, and secure deployment patterns.
• Maintain engineering standards for testing, documentation, code quality, reproducibility, and operational reliability.

What they’re looking for

• Experience with ML platforms including Databricks, MLflow, Delta Lake, and cloud environments.
• Proficient in Python, PySpark, and SQL, following production coding best practices.
• Understanding of distributed ML pipelines and model deployment patterns, including monitoring and lifecycle operations.
• Exposure to CI/CD, containerisation, and API integration for scalable, production-ready ML systems.
• Comfortable working technically and communicating effectively with Data Scientists, stakeholders, and cross-functional teams.

Additional role information

• The role mentions shaping the ML roadmap and driving innovation.
• The source states that the company is the new name for RSA in the UK, Ireland, and across Europe.