Consulting Engineer, Infrastructure & AI Architecture
- Location
- City of Edinburgh, Scotland, United Kingdom
continuously through a proactive communication approach. Responsibilities Own the end-to-end reference infrastructure architecture for workloads spanning the on-premise server and public cloud compute and GPU estate. Define the patterns teams use for hosting, compute, data pipelines, training and fine-tuning, model serving, and retrieval-augmented systems. … Design the secure network topologies, federated identity and access models, and cross-environment data architectures that make a hybrid estate coherent, including dedicated interconnects, private endpoints, replication, and residency controls. Cloud Economics and TCO Modelling: Build and defend total-cost and unit-economics models comparing owned GPU capacity ...