Senior Staff Engineer - Senior Data Modeler

Role - Senior Data Modeler

Location - Remote USA

Employment type - Fulltime

Job Overview:

Key responsibilities include:

• Work with data stewards to capture and certify data definitions.
• Map data assets across Finance, Commercial, HR, and Marketing, including tables, fields, and metrics requiring business definitions.
• Improve the existing Excel/Python-based intake process and explore opportunities to systemize it.
• Facilitate definition workshops with domain owners.
• Recommend business definitions, including descriptions, owners, related terms, and calculation logic.
• Follow up with stakeholders to maintain progress across domains.
• Help resolve cross-domain terminology conflicts.
• Clean and validate inputs before uploading them to Unity Catalog.
• Upload approved definitions and verify their accuracy and discoverability.
• Establish a lightweight governance process to keep definitions current.
• Document the end-of-the-end process for team handoff.
• Business Metadata & Data Definition Management Partner with Data Stewards and Business Owners to capture, validate, and certify business definitions.
• Document business terms, metrics, KPIs, and critical data elements within Unity Catalog.
• Maintain a centralized business glossary and metadata repository.
• Ensure business definitions are aligned with organizational standards and governance requirements.
• Data Asset Discovery & Mapping Identify and catalog data assets across Finance, Commercial, HR, Marketing, and other business domains.
• Map business terminology to physical data assets, including Tables Columns/Fields Reports Dashboards KPIs and Metrics Analyze relationships between data assets and business concepts.
• Definition Workshops & Stakeholder Collaboration Facilitate workshops with business stakeholders and domain experts.
• Gather requirements and business context for data definitions.
• Drive consensus on standardized terminology across domains. Resolve conflicts arising from differing business definitions and interpretations.
Tools & Technologies:

• Microsoft Excel Python Databricks Power BI/Tableau (Preferred) Azure Data Platform (Preferred) Jira/Confluence Microsoft Office Suite
 

Business Glossary & Governance Recommend and document:

• Business definitions Metric descriptions Calculation formulas Data ownership assignments Stewardship responsibilities Related business terms Establish governance standards for metadata creation and maintenance.
• Define approval and certification workflows for business definitions.
• Process Improvement & Automation Assess and enhance existing Excel-based and Python-based Metadata intake processes.
• Identify opportunities to automate metadata collection, validation, and approval workflows.
• Recommend scalable solutions for metadata management and governance. Data Quality & Validation Review and validate metadata submissions for completeness and accuracy.
• Ensure consistency in terminology, descriptions, and ownership information. Perform quality checks prior to publishing metadata in Unity Catalog.
• Support ongoing metadata audits and remediation activities.
• Unity Catalog Administration Support Upload approved business definitions into Unity Catalog.
• Verify searchability, discoverability, and usability of metadata.
• Ensure definitions are properly linked to business and technical assets. Support Metadata Lifecycle Management Activities.
• Governance Process Documentation Establish lightweight governance processes to maintain current and accurate business definitions.
• Create user guides, SOPs, and process documentation.
• Document intake, approval, certification, maintenance, and review procedures. Prepare handover documentation and train operational teams.

Department: Engineering
Function: Information Technology
Experience Level: Not Applicable