Data Quality Analyst – Data Modernization & Governance

General Dynamics IT; United States; On-site; USD 100,000 - 130,000; Full time

Job summary

General Dynamics IT seeks a Data Quality Analyst to support the Case Management Modernization program for AO Courts. The role focuses on establishing and operationalizing data quality across data domains to enable accurate, timely, and reliable analytics and AI/ML capabilities tied to AO governance objectives.

The candidate will define quality dimensions, monitor thresholds, and partner with data owners, stewards, and engineering teams to embed quality controls, supporting modernization and

Qualifications

• 6+ years of experience in data quality and governance or related fields.
• Experience in enterprise data governance programs and translating policy into operational processes.
• Strong understanding of data quality management, metadata practices, and stewardship models.

Responsibilities

• Define, document, and maintain data quality rules, controls, metrics, thresholds, and validation criteria.
• Assess data quality across critical data domains, systems, interfaces, pipelines, and data products.
• Develop data quality profiles, baselines, scorecards, dashboards, and trend analyses.
• Identify, investigate, and prioritize data quality issues; perform root-cause analysis.
• Collaborate with Data Owners and Data Engineers to embed quality controls in ETL/ELT pipelines and data products.
• Provide data quality reporting to governance councils and program leadership.

Skills

Analytics

Data Accuracy

Data Quality

Job description

General Dynamics IT seeks a Data Quality Analyst to support the Case Management Modernization program for AO Courts. The role focuses on establishing and operationalizing data quality across data domains to enable accurate, timely, and reliable analytics and AI/ML capabilities tied to AO governance objectives.

The candidate will define quality dimensions, monitor thresholds, and partner with data owners, stewards, and engineering teams to embed quality controls, supporting modernization and