- Ability to partner with infra/app teams for CI ownership and certification.
Nice-to-have
- Familiarity with Discovery/Service Mapping outputs (how data lands into CMDB).
- Experience managing automation/AI features within ServiceNow.
Success Measures
- Data quality KPI improvements (completeness, correctness, relationships).
- Faster closure of CMDB exceptions with automation support.
- Stable certification process with measurable adoption.