Data Steward Job Description: Duties, Skills, Salary
A complete data steward job description: core duties, required skills, salary ranges, interview questions, and a free downloadable JD template pack.
Implementation
8 articles
MDM for Product Data: Reconciling SKU Chaos
Master data management for product data and SKUs across retail and e-commerce channels. Reconcile multi-channel definitions in 2026.
Best Free Data Governance Maturity Assessment Tools
The genuinely free data governance maturity assessments compared: DCAM, CDMC, DataCamp, public-sector tools, and interactive DAMA-based options - no email gates.
Open Source Data Catalogs: DataHub vs OpenMetadata
Open source data catalogs compared: DataHub, OpenMetadata, and Amundsen — features, lineage, governance fit, and the real cost of self-hosting in 2026.
Data Lineage Tools: Comparing Commercial, Custom, and Hybrid Approaches (2026)
Compare data lineage tools and strategies for compliance and impact analysis. Learn when to buy, build, or hybrid—and what works at your scale.
Data Governance for Startups: Building Compliance Into Growth (2026)
Data governance for startups: a practical maturity path from seed-stage chaos to Series B compliance-ready — what to build at each stage and what to skip.
Data Product Management: Governance Without Killing Feature Velocity
Data product management governance: how PMs own data quality, schema evolution, and deprecation while staying fast. Patterns from data mesh and platform teams.
Data Governance Policy: 2026 Implementation Guide
Build a data governance policy that gets enforced, not ignored. This 2026 implementation guide covers the 10 core policies every enterprise needs