Enterprise Service Configuration Manager (cmdb)

Expedia Expedia · Hospitality · Seattle, WA

This role focuses on managing and enhancing an enterprise Configuration Management Database (CMDB) by integrating and operating AI/ML-enabled solutions. The primary goal is to improve CMDB data quality, anomaly detection, and change impact prediction, applying AI/ML concepts to real-world products and automating tasks like CI classification and drift detection. The role involves defining and refining CMDB data models, integrations, and governance, with a strong emphasis on leveraging AI/ML for operational outcomes.

What you'd actually do

  1. Safely integrate and operate AI/ML‑enabled solutions that improve CMDB data quality, anomaly detection, and change impact prediction, including familiarity with AI‑driven systems, tools, or workflows and applying AI/ML concepts to real world products.
  2. Own and manage the end‑to‑end configuration management database (CMDB) lifecycle, ensuring configuration item (CI) data is accurate, complete, and aligned to Enterprise Service Management processes and controls.
  3. Design, implement, and continuously refine CMDB data models, including class structures, relationships, and attributes, to support reliable service mapping, impact analysis, and enterprise reporting.
  4. Partner with service owners, engineering teams, and process owners to define and enforce CMDB governance, standards, and data quality rules across multiple services and domains.
  5. Define, configure, and optimize CMDB integrations, discovery patterns, and reconciliation rules to improve CI coverage, reduce manual effort, and enhance the fidelity of operational and compliance data.

Skills

Required

  • Experience in ITSM, ITOM, ITAM, or related engineering domains
  • Proven ownership of an enterprise CMDB/AMDB/xMDB platform
  • Deep hands‑on experience with ServiceNow or Jira Service Management
  • CMDB and CSDM‑aligned service modeling
  • Integrations with ITSM (incident, change, problem, request)
  • ITOM (discovery, event management), ITAM, observability, and cloud platforms
  • Strong expertise in CMDB data modeling, CI class design, relationship mapping, and API‑based data integrations
  • Demonstrated ability to define and drive configuration standards, data models, governance frameworks, ownership models, and data quality KPIs
  • Experience leading cross‑team initiatives to improve dependency visibility, change impact analysis, and operational resilience for Tier 0 / Tier 1 or mission‑critical services.
  • Strong communicator and stakeholder manager

Nice to have

  • Experience operating an enterprise‑scale CMDB/AMDB supporting complex, distributed application and infrastructure landscapes
  • Strong track record of architecting and evolving CMDB integrations, discovery toolchains, reconciliation strategies, and data pipelines
  • Demonstrated ability to use CMDB data and analytics to drive decisions
  • Advanced experience applying AI/ML techniques or AI‑assisted tools to automate CI classification, detect configuration drift, predict service impact, or enhance operational outcomes
  • Background in adjacent or closely related roles, such as ITSM or ITOM Architect, ServiceNow Platform Owner, SRE, or Resilience Engineering leader
  • Domain experience in travel, e‑commerce at scale, marketplaces, SaaS, or cloud service providers
  • Familiarity with supporting mission‑critical, Tier 0 / Tier 1 services in high‑transaction, customer‑facing platforms.

What the JD emphasized

  • AI/ML-enabled solutions
  • AI-driven systems, tools, or workflows
  • applying AI/ML concepts to real world products
  • AI/ML techniques or AI-assisted tools
  • safe and responsible adoption

Other signals

  • AI/ML-enabled solutions that improve CMDB data quality
  • anomaly detection
  • change impact prediction
  • applying AI/ML concepts to real world products
  • AI-assisted tools to automate CI classification
  • detect configuration drift
  • predict service impact