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Data Quality Analyst Jobs in Virginia (NOW HIRING)

ASCENDING

Data Governance Analyst

Richmond, VA · On-site

In this role, you will perform advanced data analysis, profiling, and cross-source validation to identify anomalies, support data quality rules and controls, and drive issue documentation and ...

ASCENDING LLC

Data Governance Analyst

Richmond, VA · On-site +1

In this role, you will perform advanced data analysis, profiling, and cross-source validation to identify anomalies, support data quality rules and controls, and drive issue documentation and ...

Palnar

Data Analyst

Mclean, VA · On-site

Sybase ((preferred), Oracle, DB2 (preferred)), Strong background in data analysis with experience ... Data and Data Quality issues resolving coming from FHFA.

GFT.

Enterprise Data Governance Analyst

Richmond, VA · Hybrid

$85K - $95K/yr

Serve as a trusted advisor to internal stakeholders, helping improve data quality and ... Strong analytical and organizational skills with attention to detail * Experience working in ...

GFT.

Enterprise Data Governance Analyst

Richmond, VA · On-site

$85K - $95K/yr

Serve as a trusted advisor to internal stakeholders, helping improve data quality and ... Strong analytical and organizational skills with attention to detail * Experience working in ...

GFT.

Enterprise Data Governance Analyst

Richmond, VA · Hybrid

$85K - $95K/yr

Serve as a trusted advisor to internal stakeholders, helping improve data quality and ... Strong analytical and organizational skills with attention to detail * Experience working in ...

Sentara Healthcare

Healthcare Data Analyst

Norfolk, VA · On-site +1

Quality and performance benchmarking * Research data and analytic support * Operational and financial performance reporting Education * Bachelor's Degree in Data Analytics, Healthcare Administration ...

Accenture Federal Services

Data Analyst

Arlington, VA · On-site

Work with stakeholders to define analytical requirements, ensure data quality and governance compliance, and develop methodologies for data collection, analysis, and visualization. Responsibilities ...

Ignite Digital

Junior Data Analyst

Chesapeake, VA

$80K/yr

Ensure data quality, accuracy, consistency, and proper metadata management. * Present analysis and conclusions to technical teams, program leadership, and nontechnical audiences in a clear, concise ...

3B Staffing LLC

Data Analyst

Mclean, VA · On-site

$58 - $60/hr

Perform detailed data profiling to assess data quality, completeness, and consistency. * Translate business requirements into data specifications for technical teams. * Analyze and interpret data ...

3B Staffing LLC

Data Analyst

Mclean, VA · On-site

$58 - $60/hr

Perform detailed data profiling to assess data quality, completeness, and consistency. * Translate business requirements into data specifications for technical teams. * Analyze and interpret data ...

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All JobsData Quality Analyst JobsData Quality Analyst Jobs in Virginia

Data Quality Analyst information

See Virginia salary details

$20

$48

$70

How much do data quality analyst jobs pay per hour?

As of Aug 12, 2026, the average hourly pay for data quality analyst in Virginia is $48.02, according to ZipRecruiter salary data. Most workers in this role earn between $34.33 and $59.81 per hour, depending on experience, location, and employer.

What are some common challenges data quality analysts face when handling large datasets, and how can they be addressed?

Data Quality Analysts often encounter challenges such as inconsistent data formats, missing values, and duplicate records when working with large datasets. Addressing these issues requires a combination of automated data profiling tools, well-defined data governance procedures, and close collaboration with data engineers and business stakeholders. Regular communication and clear documentation help ensure data standards are maintained and issues are quickly identified and resolved, ultimately supporting more reliable business decision-making.

What are the key skills and qualifications needed to thrive as a data quality analyst, and why are they important?

A Data Quality Analyst requires strong analytical skills, attention to detail, and a background in data management or statistics, often supported by a relevant degree. Familiarity with data profiling tools, SQL, Excel, and data quality management systems, as well as certifications like CDMP, are typically needed. Excellent problem-solving abilities, communication skills, and a proactive mindset help analysts identify and resolve data issues effectively. These competencies ensure organizational data is accurate, reliable, and actionable, which is critical for informed decision-making.

What is the difference between Data Quality Analyst vs Data Analyst?

AspectData Quality AnalystData Analyst
Primary FocusEnsuring data accuracy, completeness, and reliabilityAnalyzing data to identify trends and support decision-making
Skills & CertificationsData quality tools, SQL, data governance certificationsData visualization, statistical analysis, SQL
Work EnvironmentData governance teams, IT departmentsBusiness units, analytics teams
Industry UsageFinance, healthcare, retail, where data integrity is criticalMarketing, finance, operations, for insights and reporting

While both roles work with data, Data Quality Analysts focus on maintaining data integrity and quality standards, whereas Data Analysts interpret data to generate insights. Both roles often collaborate but serve different core functions within organizations.

What is a data quality analyst?

Data Quality Analysts are professionals responsible for ensuring the accuracy, consistency, and reliability of data within an organization. They analyze data sets to identify errors, inconsistencies, or gaps and develop processes for improving data quality. Their work often involves monitoring data flows, creating data quality reports, and collaborating with teams to implement data governance standards. By maintaining high-quality data, they help organizations make informed decisions and meet regulatory requirements.
What are the most commonly searched types of Data Quality Analyst jobs in Virginia? The most popular types of Data Quality Analyst jobs in Virginia are:
What are popular job titles related to Data Quality Analyst jobs in Virginia? For Data Quality Analyst jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Data Quality Analyst jobs in Virginia look for? The top searched job categories for Data Quality Analyst jobs in Virginia are:
What cities in Virginia are hiring for Data Quality Analyst jobs? Cities in Virginia with the most Data Quality Analyst job openings:
What are popular job titles related to Data Quality Analyst jobs in VA? For Data Quality Analyst jobs in VA, the most frequently searched job titles are:
Data Quality Analyst jobs near you
Infographic showing various Data Quality Analyst job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 76% Full Time, 18% Part Time, 4% Contract, and 1% Nights. Highlights an 90% Physical, 1% Hybrid, and 9% Remote job distribution, with an average salary of $99,876 per year, or $48 per hour.

Data Governance Analyst

ASCENDING

Richmond, VA • On-site

Contractor

Re-posted 8 days ago

Job description

Data Governance Analyst (Contract)
Remote - Must reside in Central Virginia and be able to come onsite on demand
1 year contract
W2 or 1099 
We are looking for a Data Governance Analyst to support our Enterprise Data Management Program, with a focus on Data Governance practices and comprehensive data analysis. This role will partner with key stakeholders to curate enterprise metadata, manage business glossary terms, and ensure alignment between technical and business definitions. The right candidate will thrive in a cross-functional environment, bringing strong analytical skills, attention to detail, and excellent communication to drive data quality and governance initiatives across the organization.
In this role, you will perform advanced data analysis, profiling, and cross-source validation to identify anomalies, support data quality rules and controls, and drive issue documentation and escalation. You will maintain governance artifacts and meeting records, investigate data issues to produce clear, actionable insights, and assist in setting up workshops and change management efforts that strengthen metadata management, data quality, and data literacy across the organization.
To be successful in this role, you MUST possess:
  • Several years in Data Governance, Data Management, Data Analysis, or related domains
  • Advanced SQL proficiency; able to write complex joins, aggregation, and profiling queries
  • Advanced Microsoft Excel skills, with expertise in handling analytical functions within the tool
  • Demonstrated experience with metadata management and business glossaries
  • Strong process documentation capabilities (procedures, processes, workflows)
  • Excellent communication (written & verbal) and task management skills; comfortable with cross-functional business/IT engagement
The ideal candidate would also have experience in:
  • Working experience in a DevOps development environment, preferably Microsoft-based
  • Hands-on experience with an Enterprise Data Catalog tool (e.g., Alation, Collibra, Microsoft Purview)
  • Experience with a Data Quality Scorecard/Rules Engine tool
  • Exposure to data lineage, reference data, and data stewardship models
  • Understanding of data governance frameworks (policies, standards, controls) and regulatory drivers (e.g., privacy, risk, compliance)
  • Experience facilitating data stewardship forums and familiarity with DevOps Boards (e.g., Azure DevOps) for backlog, tasks, and issue tracking
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.

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