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Principal Data Governance Lead

Julia Magnus-George — making data something you can rely on.

A decade working across higher education, technology, and the public sector. I analyse, steward and govern data — building the structures that make it trustworthy, and the bridges that make it usable by the people who need it most.

Role
Principal Data Governance Lead
Based
Cheltenham, UK
Sector
Higher Education

Background & approach

A first class honours graduate in Sociology with Psychology — with an ethnographic dissertation on how gender is performed in public spaces — my route into data was shaped as much by an interest in how people and systems interact as by the technical. My work now sits in the gap between how organisations think data should work and how it actually does. That's meant leading data migrations, building metadata management systems from scratch, and designing governance frameworks that stick — across institutions where data quality has real consequences for real people.

I've built my career across higher education, technology, and the public sector — from King's College London and UWE Bristol to UCAS — which has given me a clear-eyed view of where data processes break down and what it takes to make them reliable. I'm as comfortable in a technical conversation about ETL and schemas as I am presenting findings to stakeholders who've never touched a dataset.

Outside work, I'm drawn to the bigger questions: how data shapes decisions, what it means to be a trusted steward of information, and how analytical thinking can drive better outcomes in complex organisations.

The journey so far

2014

Research Assistant

National Lottery-Funded Project

Selected projects & initiatives

What I work on

Data Analysis & Stewardship

End-to-end analytical processes — from raw data through to insight. Python, SQL, Power BI and Tableau, with a focus on quality, reliability and making data genuinely usable.

Metadata & Governance

Building the infrastructure that makes data findable and trustworthy. Business glossaries, data catalogues, lineage mapping and governance frameworks embedded into design — not bolted on afterwards. Experienced with Databricks Unity Catalog for unified data governance across cloud environments.

Data Migration & Systems

Leading complex migrations and system implementations. ETL, data mapping, validation, Salesforce, Azure and AWS — with a track record of delivering large-scale transformations in high-stakes environments.

Stakeholder Engagement

Translating complex data concepts for technical and non-technical audiences alike. The communication that makes data work understood, trusted, and used.

Credentials & accreditations

Get in touch — I'd be glad to hear from you.

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