Data Governance Specialist - Collibra Architect
Skills
About This Role
Position Overview
7+ years required. This is a strategic, hands-on architect role responsible for the end-to-end design, deployment, and evolution of the Collibra Data Intelligence Platform, including Data Governance Center, Catalog, Lineage, and Data Quality & Observability, across Al Tayer Group. The Collibra Architect will support the Data Governance Office, lead integration with the enterprise data ecosystem across cloud data platforms, ETL/ELT, BI, and source systems, and partner with business and IT teams to operationalize data catalog, data quality, metadata management, and stewardship at scale to enable trusted, well-governed data for business growth and innovation.
Platform Architecture & Deployment
- **Platform Ownership:**
- Architect and deploy the Collibra Data Intelligence Platform (cloud or on-prem DGC), including environment strategy (Dev/Test/Prod), sizing, high availability, and Edge site monitoring for secure connectivity to on-prem and cloud sources.
- **Operating Model Design:**
- Design and configure communities, domains, the asset model (assets, characteristics, relations, hierarchies), and stewardship responsibilities aligned to the enterprise data taxonomy and governance framework.
- **Security & Access:**
- Monitor platform security and identity, including SSO/SAML, SCIM-based provisioning, resource roles, global roles, and granular permissions, in line with Group IT standards.
Catalog, Lineage & Metadata Integration
- **Metadata Ingestion:**
- Design and operationalize metadata ingestion through Collibra Edge connectors and the Catalog for sources such as AWS Data Lake/Redshift, Databricks, Azure Synapse/Fabric, Snowflake, SQL Server, Oracle, Salesforce suite (SFMC, SFCC, SFSC), SAP and S/4 HANA, ERP, and Power BI, including scheduling, reconciliation, and schema-drift handling.
- **Lineage Engineering:**
- Implement automated technical lineage via the Lineage Harvester and Edge lineage capability, and stitch business, logical, and physical lineage end-to-end across the data estate.
- **Onboarding Playbooks:**
- Define repeatable patterns for onboarding new data sources, data products, and BI assets, with clear ownership, certification, and quality gates.
Data Quality & Observability (Collibra DQ)
- **DQ Architecture:**
- Architect and deploy Collibra Data Quality & Observability, including the Spark-based engine, agents, JDBC connectivity, and pushdown to cloud data warehouses where supported, with appropriate sizing and security hardening.
- **Rule Framework:**
- Design a layered data quality rule framework spanning profiling, AutoDQ/ML anomaly detection, business rules, SQL/Scala rules, and observability signals (freshness, volume, schema, drift), with severity, scoring, and SLA definitions.
- **Catalog Integration:**
- Surface DQ findings, scores, and Data Quality Stories on Collibra Catalog assets, and integrate alerting with BMC Helix/ServiceNow and Microsoft Teams to drive timely remediation.
Workflows, APIs & Automation
- **Workflow Engineering:**
- Design and develop Collibra workflows on the Flowable/BPMN engine for stewardship, request and approval, certification, issue management, and onboarding using the Workflow SDK (Groovy).
- **API Integration:**
- Build and maintain integrations using Collibra REST APIs, GraphQL, and Webhooks, including bidirectional integration with cataloging, ticketing, and IAM tools.
- **Customization & DevOps:**
- Implement DGC customizations (views, diagrams, dashboards, asset pages, validation rules) and establish CI/CD practices for Collibra artifacts (workflows, asset model, configuration).
Governance Enablement & Operations
- **Stewardship Enablement:**
- Support the Data Governance Office and partner with stewards, custodians, and owners to operationalize policies, standards, business glossary, reference data, and KPIs inside Collibra, and drive adoption across business domains.
- **Platform Operations:**
- Own platform reliability, including monitoring, backups, capacity planning, performance tuning, upgrade strategy (cloud release cycle or on-prem patching), and vendor management with Collibra support.
- **Documentation & Mentoring:**
- Maintain architecture documentation, runbooks, and design standards; mentor administrators, stewards, and developers; and report platform health, DQ coverage, and adoption metrics to leadership.
Qualifications & Experience
- Bachelor’s degree in Computer Science, Information Systems, Engineering, or a related discipline (required).
- Master’s degree in a relevant discipline (preferred).
- 7+ years of experience in data management, data governance, or enterprise data architecture, including 5+ years of hands-on experience with the Collibra platform.
- Proven end-to-end delivery of at least one enterprise Collibra implementation covering Catalog, DGC, and Data Quality.
- Hands-on experience with Collibra Edge, Lineage Harvester, Workflow Designer, and the Collibra DQ Job Editor.
- Collibra Ranger, Expert, or Data Quality certification (preferred).
- Cloud data platform certifications (Databricks, Azure, Snowflake) are a plus.
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