Aztec Group

Data Engineer

• Define and maintain the enterprise data architecture, including target-state designs, roadmaps, and architectural standards and patterns.
• Own the architecture of our Databricks Lakehouse platform, including workspace design, Unity Catalog structure, medallion architecture, and environment strategy.
• Design and govern integration patterns for sharing data with external clients and third parties, including secure, scalable approaches using Databricks Delta Sharing, APIs, and file-based exchange where appropriate.
• Lead the design and adoption of Master Data Management (MDM), including entity definitions, golden-record strategy, match-and-merge rules, and stewardship processes.
• Establish standards and practices for optimising Databricks performance and cost — cluster and compute strategy, Delta table, caching, and workload right-sizing.
• Define data modelling standards (conceptual, logical, physical) across analytical and operational domains.
• Work with data governance colleagues to embed data quality, lineage, cataloguing, classification, and access-control policies into platform design.
• Ensure architectures meet security, privacy, and regulatory requirements, including GDPR and data residency considerations.
• Review solution designs, provide architectural assurance, and support engineering teams through design authority and peer review.
• Design data architectures that enable AI adoption — ensuring data is discoverable, well-governed, and AI-ready for machine learning, GenAI, and agentic use cases across the business.
• Partner with AI/ML teams to define patterns for feature engineering, model data pipelines, vector search, and the safe exposure of enterprise data to AI systems.
• Evaluate emerging technologies and make pragmatic build/buy/adopt recommendations, including data and AI enablement opportunities.

Enterprise Data Architect

Solutions Engineer

• Reports to Senior Manager – Emerging Applications Portfolio
• The Anaplan Solution Architect is responsible for defining and delivering the strategic architecture and model design for Aztec’s Anaplan platform.
• You will lead the design and governance of complex fund-modelling solutions including waterfalls, carried interest, and portfolio forecasting models.
• This role plays a critical part in ensuring data integrity, scalability, and standardisation across Aztec’s modelling landscape.
• Lead the design of multi-jurisdictional Anaplan models, ensuring performance, reusability, and governance.
• Define modelling standards, calculation frameworks, and design conventions.
• Own and manage the Anaplan ALM (Application Lifecycle Management) process across dev, test, and production.
• Translate business logic into efficient model architecture aligned with the Waterfall CoE.
• Architect integrations between Anaplan, eFront, Databricks, and Workiva, ensuring consistent data lineage.
• Define data schemas, mapping frameworks, and reconciliation processes.
• Collaborate with the Data Platform and Integration teams to optimise pipelines and ensure auditability.
• Mentor model builders and support specialists, driving best practices and knowledge sharing.
• Act as the primary platform liaison between business sponsors and technology delivery.
• Manage vendor relationships, ensuring roadmap alignment and SLA compliance.