5 of 5 Permanent Kimball Methodology Jobs in Scotland

scale, enterprise or transformation programmes. Proven expertise designingcloud-native data platforms, including MS Fabric, Databricks and AWS Strong background in data modelling methodologies (Kimball, 3NF, Data Vault, dimensional modelling). Experience with modern data transformation approaches — familiarity with analytics engineering principles is beneficial. Deep understanding of data platforms ...

Actions, including AI-assisted approaches to automated testing and documentation as part of standard delivery practice Applying data modelling principles — including dimensional/Kimball, medallion architecture and source-to-target mapping — using AI tooling to draft and iterate models, with the ability to critically review outputs for correctness ...

outputs Data quality, observability and automated governance — including schema drift detection, lineage management and AI-driven quality controls Data modelling including dimensional/Kimball design, medallion architecture and source-to-target mapping, with the ability to translate these into scalable, reusable patterns ETL/ELT delivery and legacy ...

skill, and someone strong on one will pick up another quickly Have deep SQL skills and hands‐on experience with data modelling (e.g. Kimball, medallion/lakehouse patterns, or domain-driven modelling) - this is the load‐bearing, provider‐agnostic skill underneath almost all of our pipeline work Have ...

decisions would travel to a different one, and which wouldn’t Have deep SQL skills and hands-on experience with data modelling (e.g., Kimball, medallion/lakehouse patterns, or domain-driven modelling), this is the load-bearing, provider-agnostic skill underneath almost all of our pipeline work Have ...