Which roles ask for data lineage?

6 roles on the map name at least one of its competencies, from analyst seats to executive ones. Each role page lists the depth expected.

Where is data lineage taught and graded?

6 graded topics teach it across 2 programs. Each topic is graded by explaining it back against its own transcript, so a pass is evidence, not attendance. The first module of every program is free with a free account.

Data lineage

What does data lineage cover in AI governance?

1 competency is filed under it: Data lineage and provenance. Each has its own page saying what it means in practice.

The competencies filed under it

Data lineage and provenance
Traces where data came from, what transformed it, who owns each hop and where it flows downstream, so a number can be defended.
Data and Privacy

Roles that ask for it

Privacy Analyst1 of 1 competency
Third-Party AI Risk Analyst1 of 1 competency
AI Auditor1 of 1 competency
AI Privacy Engineer1 of 1 competency
Data Governance Lead1 of 1 competency
Chief Data Officer, data leadership edition1 of 1 competency

Where it is taught and graded

6 graded topics, each passed by explaining it back. The first module of every program is free with a free account.

Certified AI Data Governance Professional (CADGP)4 topics
- Module 1: The Estate Survey (2)
- Module 5: Poison, Leaks, and the Adversary (1)
- Module 8: Lineage Under Audit (1)
Try the free practice questions for this program
Certified AI Governance Professional (CAIGP)2 topics
- Module 2: Data Reality (2)
Try the free practice questions for this program

Check my readiness for a role Start the first module free

Questions

What does data lineage cover in AI governance?: 1 competency is filed under it: Data lineage and provenance. Each has its own page saying what it means in practice.
Which roles ask for data lineage?: 6 roles on the map name at least one of its competencies, from analyst seats to executive ones. Each role page lists the depth expected.
Where is data lineage taught and graded?: 6 graded topics teach it across 2 programs. Each topic is graded by explaining it back against its own transcript, so a pass is evidence, not attendance. The first module of every program is free with a free account.