Skilirium

Master data manager: which parts can AI do?

A master data manager needs Reference and master data: 5 activities and 0 knobits, the smallest units of knowledge and skill worth learning and testing on their own.

Manage the reference data sets builds on Scope the master data domains and choose the hub style Define the matching rules builds on Scope the master data domains and choose the hub style Define the matching rules builds on Manage the reference data sets Build golden records by survivorship builds on Define the matching rules Run the stewardship workflow and measure MDM builds on Define the matching rules Run the stewardship workflow and measure MDM builds on Build golden records by survivorship Scope the master data domains and choose the hub style: Not tested, 14 knobits Manage the reference data sets: Not tested, 16 knobits Define the matching rules: Not tested, 16 knobits Build golden records by survivorship: Not tested, 14 knobits Run the stewardship workflow and measure MDM: Not tested, 13 knobits
  • Mastered by the AI model
  • Partly
  • Where people lead
  • Not tested
  • Builds on (a prerequisite)
  • Both mastered
  • The activity’s knobits

Hover or tap a star to see the activity; what it builds on lights up.

Each star is an activity of a master data manager, the faint stars its knobits, the lines what builds on what. Not benchmarked yet; your own constellation appears after a test.

How much of this job can AI do?

Not tested yet

Not benchmarked yet. Results are announced in the Can AI Do the Job? newsletter.

Test yourself

Skilirium's adaptive test measures you on the same knobits as the AI models. How a test works.