Lead Specialist, Modeling & Arch II
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Key skills for this role
About the Role
Design and maintain data models, ensure quality and governance, collaborate with stakeholders, and support analytics and integration projects.
Key Skills for This Role
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Overview
The Lead Specialist, Modeling & Architecture II designs and delivers high-quality solution-level data models and architecture artifacts to enable consistent, governed, and performant data products.
The role applies enterprise standards to delivery initiatives and partners with engineering, governance, and business stakeholders to translate requirements into implementable models.
This role provides advanced technical leadership within delivery squads, ensuring modeling quality, integration readiness, and conformance to enterprise patterns while supporting multiple projects and domains.
Key Accountabilities
- Design and maintain logical and physical data models for analytics, integration, and reporting use cases, aligned with enterprise standards and naming conventions.
- Translate business requirements into consistent entities, attributes, and relationships; ensure definitions align with the business glossary and stewardship ownership.
- Develop dimensional models and curated layer schemas that support performant analytics and standardized KPIs.
- Define mappings and transformation rules from source systems to curated layers; ensure traceability, lineage, and reconciliation requirements are met.
- Participate in solution design reviews; identify modeling risks and recommend mitigation (data quality, master/reference data, performance, historization).
- Support data engineers with model-driven implementation guidance; validate that physical implementations align with approved designs.
- Contribute reusable templates, reference models, and design patterns to accelerate delivery and standardize outputs.
- Collaborate with governance teams to ensure metadata completeness, catalog registration, and data quality checks are embedded in delivery.
Skills
- Strong data modeling capabilities (logical/physical, dimensional) and ability to document and communicate designs clearly.
- Understanding of data quality, lineage, metadata, and governance requirements for enterprise data products.
- Ability to work across engineers, analysts, and business stakeholders to resolve definition and integration challenges.
- Experience with modeling tools and SQL; familiarity with cloud data platform design considerations.
- Strong analytical thinking and ability to troubleshoot modeling and integration defects.
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