DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
DAMA International's data management body of knowledge, built to the numbered activities of its eleven knowledge areas.
DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) is a compliance framework from Global (DAMA International; data management profession) with 14 domains and 70 controls that map to 282 other frameworks. The largest domains are Data governance (chapter 3) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) (17 controls), Big data and data science (chapter 14) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) (7 controls), Data quality (chapter 13) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) (7 controls). Every control below carries what it requires and what an assessor expects to see.
Framework summaries on this platform are interpretations grounded in the published source, for educational and compliance planning purposes. They do not reproduce or replace the official standards. Refer to the authoritative source for the definitive text. Framework names and trademarks belong to their respective organisations.
Framework Domains (14)
Big data and data science (chapter 14) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::BDDS.2.1 | BDDS.2.1 Define big data strategy and business needs |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::BDDS.2.2 | BDDS.2.2 Choose data sources |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::BDDS.2.3 | BDDS.2.3 Acquire and ingest data sources |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::BDDS.2.4 | BDDS.2.4 Develop data hypotheses and methods |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::BDDS.2.5 | BDDS.2.5 Integrate and align data for analysis |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::BDDS.2.6 | BDDS.2.6 Explore data using models |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::BDDS.2.7 | BDDS.2.7 Deploy and monitor |
Data architecture (chapter 4) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DA.2.1 | DA.2.1 Establish data architecture practice |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DA.2.2 | DA.2.2 Integrate with enterprise architecture |
Data governance (chapter 3) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
Data integration and interoperability (chapter 8) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DII.2.1 | DII.2.1 Plan and analyze |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DII.2.2 | DII.2.2 Design data integration solutions |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DII.2.3 | DII.2.3 Develop data integration solutions |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DII.2.4 | DII.2.4 Implement and monitor |
Data management maturity assessment (chapter 15) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::MAT.2.1 | MAT.2.1 Plan assessment activities |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::MAT.2.2 | MAT.2.2 Perform maturity assessment |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::MAT.2.3 | MAT.2.3 Interpret results |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::MAT.2.4 | MAT.2.4 Create a targeted improvement programme |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::MAT.2.5 | MAT.2.5 Re-assess maturity |
Data modeling and design (chapter 5) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DMD.2.1 | DMD.2.1 Plan for data modeling |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DMD.2.2 | DMD.2.2 Build the data model |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DMD.2.3 | DMD.2.3 Review the data models |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DMD.2.4 | DMD.2.4 Maintain the data models |
Data quality (chapter 13) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DQ.2.1 | DQ.2.1 Define high quality data |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DQ.2.2 | DQ.2.2 Define a data quality strategy |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DQ.2.3 | DQ.2.3 Identify critical data and business rules |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DQ.2.4 | DQ.2.4 Perform an initial data quality assessment |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DQ.2.5 | DQ.2.5 Identify and prioritize potential improvements |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DQ.2.6 | DQ.2.6 Define goals for data quality improvement |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DQ.2.7 | DQ.2.7 Develop and deploy data quality operations |
Data security (chapter 7) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DS.2.1 | DS.2.1 Identify data security requirements |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DS.2.2 | DS.2.2 Define data security policy |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DS.2.3 | DS.2.3 Define data security standards |
Data storage and operations (chapter 6) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DSO.2.1 | DSO.2.1 Manage database technology |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DSO.2.2 | DSO.2.2 Manage databases |
Data warehousing and business intelligence (chapter 11) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DWBI.2.1 | DWBI.2.1 Understand requirements |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DWBI.2.2 | DWBI.2.2 Define and maintain the DW/BI architecture |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DWBI.2.3 | DWBI.2.3 Develop the data warehouse and data marts |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DWBI.2.4 | DWBI.2.4 Populate the data warehouse |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DWBI.2.5 | DWBI.2.5 Implement the business intelligence portfolio |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DWBI.2.6 | DWBI.2.6 Maintain data products |
Document and content management (chapter 9) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DOC.2.1 | DOC.2.1 Plan for lifecycle management |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DOC.2.2 | DOC.2.2 Manage the lifecycle |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::DOC.2.3 | DOC.2.3 Publish and deliver content |
Metadata management (chapter 12) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::META.2.1 | META.2.1 Define metadata strategy |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::META.2.2 | META.2.2 Understand metadata requirements |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::META.2.3 | META.2.3 Define metadata architecture |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::META.2.4 | META.2.4 Create and maintain metadata |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::META.2.5 | META.2.5 Query, report and analyze metadata |
Reference and master data (chapter 10) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::RMD.2.1 | RMD.2.1 Master data management activities |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::RMD.2.2 | RMD.2.2 Reference data management activities |
The context chapters: ethics, organization and roles, organizational change – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
| Code | Title |
|---|---|
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::CTX-ETHICS | Data handling ethics |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::CTX-OCM | Data management and organizational change management |
| dama-dmbok2-data-management-body-of-knowledge-2nd-edition::CTX-ORG | Data management organization and role expectations |
Your Compliance Coverage
If you comply with DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition), you already cover:
Australian Government Data Governance Framework (2025)
13%
15 controls mapped
Compare →ISO/IEC 11179 Metadata Registries (MDR)
7%
8 controls mapped
Compare →Switzerland New Federal Act on Data Protection (nFADP/nDSG, 2023)
7%
8 controls mapped
Compare →+ 279 more: Nebraska Data Privacy Act (6%), SLSA (5%)
See all 282 mapped frameworks ↓Maps to 282 other frameworks
Coverage is not the same as your position
This page shows what DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) overlaps with in general. Where your organisation actually stands, against the standard you are going for and the certifications you already hold, is a different question. Same graph and the same recorded refutations, scoped to you rather than to a pair.
The Compliance Position Diagnostic, $5,000 fixed, ten business daysWhat is DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) and who does it apply to?
DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) is a compliance framework from Global (DAMA International; data management profession) with 14 domains and 70 controls. DAMA International's data management body of knowledge, built to the numbered activities of its eleven knowledge areas. It is used by organisations to establish and maintain compliance with industry standards and regulatory requirements.
What does DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) actually require?
DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) has 70 controls organised across 14 domains. The largest domains are Data governance (chapter 3) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) (17 controls), Big data and data science (chapter 14) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) (7 controls), Data quality (chapter 13) – DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) (7 controls). Each control defines specific requirements that organisations must implement to achieve compliance.
If I already comply with another framework, how much of DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) do I already cover?
DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) maps to 282 other compliance frameworks. The top mapping partners are Australian Government Data Governance Framework (2025) (13% coverage), ISO/IEC 11179 Metadata Registries (MDR) (7% coverage), Switzerland New Federal Act on Data Protection (nFADP/nDSG, 2023) (7% coverage). Use our comparison tool to explore control-level mappings between frameworks.
How do I implement DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)?
Start your DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) compliance journey by running a self-assessment on our platform to identify your current compliance posture. Our AI advisory can answer specific questions about DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition) requirements, and cross-framework mapping helps you leverage existing controls from other frameworks you may already comply with. Create a free account to access all 70 controls and track your progress.
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