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General Dynamics Information Technology · 3 days ago

CMDB Data Scientist

USA FL MacDill AFB

Full-time

Onsite

Senior Level, Lead/Staff

$113K/yr - $144K/yr

8+ years exp

General Dynamics Information Technology is seeking a CMDB Data Scientist to drive innovation and mission impact through data analytics. The role involves ensuring the accuracy and integrity of Configuration Management Database (CMDB) data, applying data science techniques to enhance data quality, and supporting IT operations within USCENTCOM.

Artificial Intelligence (AI)Cloud ComputingConsultingCyber SecurityInformation Technology

No H1B

Security Clearance Required

U.S. Citizen Only

Responsibilities

Serve as the technical lead for CMDB data analysis, modeling, and quality assurance within USCENTCOM J6

Analyze large, complex CMDB datasets to identify data quality issues, inconsistencies, redundancies, and gaps

Develop data models, metrics, and dashboards that support IT operational awareness, service impact analysis, and leadership decision-making

Establish and monitor key CMDB performance indicators (KPIs) such as completeness, accuracy, timeliness, and relationship integrity

Apply data science techniques (e.g., statistical analysis, pattern recognition, anomaly detection) to improve CMDB reliability and usefulness

Design and implement automated data validation, normalization, and reconciliation processes across authoritative data sources

Integrate CMDB data with related ITSM, cybersecurity, asset management, and network monitoring systems to enhance enterprise visibility

Support IT Service Management (ITIL-aligned) processes including Incident, Problem, Change, Asset, and Configuration Management

Enable accurate service mapping and dependency modeling to support impact analysis and outage response

Provide analytical support for root cause analysis, trend analysis, and continuous service improvement initiatives

Ensure CMDB data aligns with DoD, Joint Staff, and USCENTCOM policies and governance requirements

Support audits, inspections, RMF activities, and data calls requiring authoritative configuration and asset data

Coordinate with enterprise architecture teams to ensure CMDB data supports current and future-state architectures, standards, and roadmaps

Collaborate with J6 divisions, CENTCOM Directorates, component commands, service providers, and cybersecurity teams to improve data ingestion and usage

Produce briefings, reports, and visualizations for J6 leadership and technical working groups

Advise leadership on data-driven insights related to IT posture, risk, and modernization efforts

Qualification

Data AnalyticsData ScienceTrend AnalysisSQLPythonRCMDB conceptsITILServiceNowData visualization

Required

Secret clearance level must currently possess

Top Secret/SCI clearance level must be able to obtain

US Citizenship required

Bachelor's degree in Data Science, Computer Science, Information Systems, Engineering, or a related field (or equivalent experience)

8+ years of related experience

Experience working with enterprise IT data, CMDBs, or ITSM platforms in a DoD or federal environment

Strong experience with CMDB concepts, configuration items (CIs), relationships, and service mapping

Proficiency in data analysis tools, scripting, or query languages (e.g., SQL, Python, R, or equivalent)

Experience developing dashboards and visual analytics for executive and operational audiences

Preferred

Experience supporting a Combatant Command J6 or Joint headquarters environment

Familiarity with ServiceNow or similar ITSM/CMDB platforms

Knowledge of ITIL, enterprise architecture, and IT governance frameworks

Experience integrating CMDB data with cybersecurity, cloud, and network monitoring tools

Certifications such as ITIL, ServiceNow, data analytics, or cloud-related credentials preferred

Benefits

Comprehensive benefits and wellness packages

401K with company match

Variety of medical plan options, some with Health Savings Accounts

Dental plan options

Vision plan

Full flex work weeks where possible

Variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave

Short and long-term disability benefits

Life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance

Company

General Dynamics Information Technology

Glassdoor3.9

General Dynamics Information Technology is an IT consulting company that specializes in cyber security, AI, and quantum computing. It is a sub-organization of General Dynamics.

Founded in 1999

Falls Church, Virginia, USA

10001+ employees