Role: Data Analyst Location: London, Leeds, or Edinburgh with Work type : 3 days in office (must also be willing to travel to London for any workshop) Minimum Criteria · Proficiency in data modelling techniques (3NF star/snowflake, Data Vault 2.0), using modern tools (erwin, PowerDesigner, Sparx EA) and version control · Experience creating and maintaining data dictionaries, taxonomies, and reference/master data, with governance for ongoing maintenance · Experience working with internal customers to define data-relevant use cases and success criteria · Strong communication and stakeholder engagement skills; able to communicate with technical and non-technical audiences Desirable Criteria · Exposure to relational and non-relational data stores; data warehouse/lakehouse concepts; ETL/ELT patterns and tools · Experience in business analysis and requirement elicitation for data-centric changes; translating business needs into data models · Experience with documenting/implementing data lineage and impact analysis · Knowledge of data architecture best practices · Proven ability to document the current-state ("as-is") and define the future state ("to-be") processes and perform gap analysis · Exposure to data governance frameworks (e.g., DAMA DMBOK) and practical rules (e.g., data quality rules) · Familiarity with privacy/security-by-design concepts (handling PII, data minimisation, RBAC)