Data Architect - Azure

Fruition Group; West Yorkshire; Hybrid; GBP 51,000 - 85,000; Full time

Benefits offered by this job

10% Bonus

Private Healthcare

Lots more!

Job summary

Fruition Group seeks a Data Architect to define how commercial and customer data cross the combined estate, starting with contract and entitlement models and a CRM rebuild. This hands-on role involves modelling, profiling, and writing specifications for engineering and finance teams.

The position focuses on Azure / Fabric, canonical data definitions, and an integrated platform roadmap within a RegTech environment. Hybrid work in West Yorkshire is supported.

Qualifications

• Proven data modelling across conceptual, logical, and physical layers.
• Experience with contract/entitlement/usage-based billing data and temporal modelling.
• Data governance in regulated environments: auditability, lineage, PII handling under UK GDPR.
• Ability to align commercial, finance, product and engineering on definitions.
• Capability to design both OLTP and OLAP pathways without conflation.

Responsibilities

• Produce an enterprise data entity map across core business entities and systems of record.
• Define canonical contract/entitlement models with versioning and full lineage.
• Design target quote-to-cash flow with separated billing and analytics paths.
• Specify data contracts between CRM, rating/billing, and finance and ensure data quality.

Skills

Data modelling

Billing data modelling

Regulated data architecture

OLTP & OLAP design

Data governance

Stakeholder alignment

Tools

HubSpot

NetSuite

Azure DevOps

SQL Server

Job description

Our client is a fast-growing RegTech group providing identity verification, AML, and digital compliance solutions to regulated businesses. Following a recent acquisition, they are bringing two established platforms together and investing heavily in the data foundations that will underpin the combined group.

The Role

Data Architect - Azure / Fabric

Salary: up to £85,000

Location: West Yorkshire (1-2 days p/w)

About the Opportunity

Our client is a fast-growing RegTech group providing identity verification, AML, and digital compliance solutions to regulated businesses. Following a recent acquisition, they are bringing two established platforms together and investing heavily in the data foundations that will underpin the combined group.

The Role

As a Data Architect, you will define how commercial and customer data works across the combined estate, starting with the contract and entitlement model that several in-flight programmes depend on a CRM rebuild in HubSpot, a finance transformation onto NetSuite, a new commercial model, automated usage rating, and a platform integration programme.

This is a hands-on architecture role, not a governance-only one. You will be modelling, profiling real data, and writing the specifications that engineering and finance teams build from. Our client is open about the starting position: the data landscape is fragmented and the two platforms model the same concepts differently. That is the problem, and it is an interesting one.

Key Responsibilities

• Produce an enterprise data entity map across core business entities, identifying systems of record, relationships, and conflicts.
• Establish canonical definitions and named owners with commercial, finance, product, and engineering.
• Design the canonical contract and entitlement model, supporting prepaid wallet, subscription-with-overage, and a new blended model - with effective dating, versioning, and full lineage from invoice line back to usage event.
• Define the target quote-to-cash flow, keeping operational billing and analytical reporting paths cleanly separated.
• Profile contract, entitlement, and usage data, and assess quality and migration remediation.
• Specify the data contracts between CRM, rating/billing, and finance, and the requirements for usage rating and metering.

Skills & Experience

• Strong enterprise data modelling across conceptual, logical, and physical layers in a multi-system estate, with real examples of entity maps and canonical models produced.
• Experience modelling contract, entitlement, subscription, or usage-based billing data - temporal modelling and point-in-time reconstruction are non-negotiable.
• Data architecture in a regulated environment: auditability, lineage, retention, and PII handling under UK GDPR.
• Ability to design both OLTP and OLAP pathways without conflating them.
• Data governance in practice - glossaries, ownership, stewardship, data quality.
• The ability to get commercial, finance, product, and engineering people into a room and come out with agreed definitions.

Key Technologies

• Microsoft Fabric (OneLake, Lakehouse, Warehouse, Pipelines, Dataflows Gen2)
• Power BI and medallion architecture patterns
• CDC, streaming ingestion, and entity resolution
• SQL Server, Azure SQL Database, MySQL, Cosmos DB
• Azure integration services (API Management, Service Bus, Event Hubs, Functions, Logic Apps)
• Entra ID, Key Vault, Azure Policy, Purview
• HubSpot, NetSuite, and Azure DevOps

Desirable

• Microsoft Fabric, or directly transferable depth on AWS or GCP data platforms.
• Experience in RegTech, fintech, or another compliance-driven domain.
• Post-acquisition integration experience - two estates, two data models, one target.

Benefits

• 10% Bonus
• Private Healthcare
• Lots more!

Why Apply?

This is a rare opportunity to define the data model an entire group's commercial future depends on, at the point where the decisions are still open. Reporting to the Group Director of Architecture, you will have genuine autonomy over your domain and visible impact across several major transformation programmes.

We are an equal opportunities employer and welcome applications from all suitably qualified persons regardless of their race, sex, disability, religion/belief, sexual orientation or age.