
Posted 2 months ago
Data Architect
AI Summary
A senior data architect helps design and scale an AI-native, Databricks-powered data architecture for internal use and client engagements, focusing on lakehouse governance, AI-ready foundations, and scalable data pipelines.
About this role
๐ About Unity Advisory
Unity Advisory is a next-generation CFO advisory firm, launched in 2025 with the backing of Warburg Pincus and up to $300 million in committed funding. Weโre building a modern alternative to the Big Firms โ agile, partner-led and technology-powered.
We work with private equity-backed and upper mid-market businesses (typically ยฃ150mโยฃ1.5bn revenue) across the full CFO agenda โ finance operations, tax, deals, digital transformation and deal readiness. We do not provide audit services, allowing us to remain independent and fully outcome-focused.
๐ก AI and data are at our core. We are AI-born, not AI-retrofitted.
๐ง The Role
Weโre looking for a senior, commercially sharp Data Architect to help design and scale Unityโs AI-native, Databricks-powered data architecture โ first internally, then with clients. This role is deliberately split into two high-impact phases:
๐ง Phase 1 โ Internal Architecture & Platform Design
Build the foundation. Define how Unity thinks about data, AI and scalable architecture.
๐ Phase 2 โ Client-Facing Data & AI Advisory
Take it to market. Help CFOs transform their data landscapes into AI-enabled engines of insight and value.
๐ This is a rare opportunity to design from first principles and then apply it in real-world, high-value situations.
๐๏ธ Phase 1: Internal Data & AI Architecture (Build Mode)
Youโll shape the backbone of Unityโs technology platform โ the layer that powers everything we do.
1. Define Unityโs Enterprise Data Architecture
Design a modern Databricks lakehouse architecture from the ground up
Establish principles across:
Structured & unstructured data
Delta Lake storage & processing
Medallion architecture (๐ค bronze โ โช silver โ ๐ก gold)
Vector search & retrieval layers
AI interaction patterns
Define scalable ingestion across batch + streaming sources
2. Architect AI-Ready Foundations
Build curated, semantic data layers to power:
๐ค LLM-driven extraction & reasoning
๐ Internal knowledge systems
โ๏ธ AI copilots & workflow automation
Leverage the Databricks ecosystem:
Unity Catalog (governance)
MLflow (model lifecycle)
Vector search / embeddings (RAG use cases)
Ensure data is structured for retrievability, explainability and control
Partner closely with engineers to turn architecture into production reality
3. Governance & Control by Design ๐
Establish robust governance using Unity Catalog
Embed:
Data quality
Lineage
Auditability
Design for privacy, compliance and sensitive financial environments
Ensure AI systems are grounded in trusted, governed data
4. Create Reusable Assets โป๏ธ
Develop reusable lakehouse reference architectures
Codify best practices across finance + AI
Contribute directly to Unityโs long-term product vision
๐ This phase = credibility, clarity and building something that actually works.
๐ Phase 2: Client-Facing Data Architecture & Advisory
Once the platform is proven, you step into a more external, high-impact role.
1. Architect Modern CFO Data Environments
Design Databricks-based lakehouse architectures for finance transformation
Integrate ERP, FP&A, BI and consolidation systems
Deliver scalable models for:
๐ CFO dashboards
๐ Performance analytics
๐ฐ Cash & working capital insight
๐งพ Tax & compliance reporting
2. Embed AI into the Office of the CFO ๐ค
Design AI-ready platforms supporting:
Text2SQL & automated reporting
Intelligent document extraction
AI-assisted forecasting
RAG-based insight generation
Help clients move from fragmented data โ unified lakehouse platforms
Bring practical, grounded AI thinking (not hype)
3. Support Deals & Transformations โก
Architect data environments for:
Due diligence
Carve-outs & integrations
Post-deal reporting
Rationalise messy, fragmented data estates into something usable
Operate confidently in high-pressure, high-stakes environments
4. Be a Senior Architectural Voice ๐ฏ
Work directly with CFOs, CIOs and PE stakeholders
Translate architecture into commercial outcomes
Shape proposals and data strategy
Help position Unity as a leader in AI-enabled CFO advisory
๐งฉ What You Bring
๐๏ธ Data Architecture Expertise
8+ years in enterprise data architecture or modern cloud platforms
Strong experience with Databricks / lakehouse architectures (or similar)
Deep knowledge of:
Delta Lake & medallion design
Semantic modelling
Governance (Unity Catalog or equivalent)
Data pipelines (batch + streaming)
Experience designing AI-ready architectures (LLMs, RAG, etc.)
๐ผ Finance & Commercial Understanding
Familiarity with ERP, FP&A, reporting, tax or deal environments
Ability to connect architecture โ CFO priorities
Strong commercial judgement (speed vs cost vs scalability)
๐ค AI & Modern Tech Awareness
Understanding of how LLMs interact with enterprise data
Familiarity with embeddings, vector search, hybrid retrieval
Exposure to Databricks AI/ML ecosystem (MLflow, feature stores, etc.)
Balanced view of AI โ opportunity and risk
๐ฑ Leadership & Cultural Fit
Comfortable in a fast-moving, build-focused environment
Clear communicator โ can simplify complexity
Aligned to Unityโs values:
Straightforward
Commercial
Open
Experimental
Team-first
๐ Why This Role Matters
Unity is deliberately shifting from traditional advisory โ technology-enabled, scalable delivery.
This role sits right at the centre of that shift.
You will help us:
๐ Embed AI into CFO advisory
๐งฑ Build scalable, governed lakehouse platforms
๐ Improve quality and consistency across engagements
๐ Enable recurring, product-led revenue
๐ Establish Unity as a category leader
๐ฅ This is not a maintenance role.
Itโs a build, shape and scale role โ with real influence on how a modern advisory firm is created from scratch.
Skills
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