Machine Learning Ops Engineer

Affinity Water Limited

Full-time Information Technology
Apply Now
Location
Remote, Remote, United-Kingdom
Posted
July 01, 2026

Job Description

We are looking for a Machine Learning Ops Engineer to help operationalise machine learning across Affinity Water on a 24 month FTC. Youll work with data scientists, engineers, architects, and stakeholders to deploy, monitor, and maintain ML models in robust, scalable, and secure production environments, turning advanced analytics into sustained business value.
Candidates should take the time to read all the elements of this job advert carefully Please make your application promptly.
What Youll Do Build, maintain, and optimise automated ML deployment pipelines with CI/CD, containerisation, and orchestration.
Monitor model performance, data drift, and system health to ensure reliability and availability.
Support ML platforms and infrastructure on-premise or in the cloud (AWS, SageMaker), ensuring scalability and security.
Collaborate with data scientists to productionise models and embed ML Ops best practices across the organisation.
Ensure governance, compliance, docum...