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Data Quality Analyst Jobs in Virginia (NOW HIRING)

Enterprise Data Analyst

Mclean, VA · Hybrid

$79K - $138K/yr

Work closely with the Quality analysts for data validation in line with the project requirements. * Analyze data from legacy systems and determine requirements to incorporate this data into Snowflake ...

Geospatial Quality Analyst

Fairfax, VA · On-site

$69K - $88K/yr

Typical responsibilities include detailed analysis and review of topographic lidar data ... Responsibilities * QA/QC of elevation data, imagery, other GIS data, and associated data products

Typical responsibilities include detailed analysis and review of topographic lidar data ... Leading quality review meetings and helping prioritize tasks and projects * Representing quality ...

Data Analyst

Fairfax, VA · On-site

$93K - $140K/yr

Everforth ECS is seeking a Data Analyst to work in our Arlington, VA office ... This candidate will serve as a key point of contact in managing data target and data quality ...

... Quality (DQ) Framework and implement continuous improvements and raise the Data Maturity level across the Group Experience working as a data analyst, financial modeler, statistician Good ...

Perform data validation, quality checks, and reconciliation * Write SQL queries to extract and analyze healthcare data * Support KPI tracking, trend analysis, and recurring performance reports

... assess the Data Quality (DQ) Framework and implement continuous improvements and raise the Data Maturity level across the Group • Experience working as a data analyst, financial modeler ...

Data Analyst

Vienna, VA · On-site

$50 - $55/hr

The analyst will work with governance partners, data owners, internal analyst teams, and subject matter experts to accelerate backlog clean-up while preserving quality, traceability, and business ...

Showing results 21-40

Data Quality Analyst information

See Virginia salary details

$20

$48

$70

How much do data quality analyst jobs pay per hour?

As of Sep 5, 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 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 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 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 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 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 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:

Infographic showing various Data Quality Analyst job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 81% Full Time, 15% Part Time, 2% Contract, and 1% Nights. Highlights an 91% Physical, 1% Hybrid, and 8% Remote job distribution, with an average salary of $99,876 per year, or $48 per hour.

Senior Imagery Analyst (Data Quality) with Security Clearance

Vantor

Falls Church, VA • On-site

Other

Retirement

Re-posted 8 days ago


Job description

Vantor is forging the new frontier of spatial intelligence, helping decision makers and operators navigate what's happening now and shape what's coming next. Vantor is a place for problem solvers, changemakers, and go-getters-where people are working together to help our customers see the world differently, and in doing so, be seen differently. Come be part of a mission, not just a job, where you can: Shape your own future, build the next big thing, and change the world. To be eligible for this position, you must be a U.S. Citizen. This position requires an active U.S. Government security clearance, applicants who do not currently hold the required clearance will not be eligible for consideration. Employment for cleared roles is contingent upon verification of clearance status. Export Control/ITAR: Certain roles may be subject to U.S. export control laws, requiring U.S. person status as defined by 8 U.S.C. 1324b(a)(3). Please review the job details below. This position requires an active U.S. Government Security Clearance at the TS/SCI level. Vantor is seeking a detail-oriented Senior Imagery Analyst (Data Quality) to guide and improve annotation workflows across EO, SAR, and commercial imagery. You'll perform quality validation efforts, mentor junior team members, and drive continuous improvement in annotation standards to support mission-critical AI/ML development. Responsibilities: * Provide quality assurance reviews of annotated geospatial imagery * Train and mentor junior annotators on best practices * Identify systemic annotation issues and drive corrective actions * Validate annotation accuracy across multiple formats (bounding boxes, segmentation, center points) * Collaborate with peers, quality lead, program managers, and other critical partners to align data output with downstream model needs * Recommend and implement improvements to annotation tools and processes * Write and maintain annotation guidelines and quality control documentation Minimum Qualifications: * U.S. citizenship and active TS/SCI clearance * 7+ years of demonstrated imagery analysis experience supporting IC missions
* Experience with EO/SAR imagery analysis and geospatial data annotation * Proficiency in Electronic light table tools (e.g. Remote View, SOCET) * Demonstrated leadership training and mentoring junior analysts and data labelers * Experience with object classification, visual QA, and annotation feedback cycles
* Extensive OOB (Order-Of-Battle) knowledge including air, sea, and ground equipment and infrastructure Preferred Qualifications: * Completion of NGA College GEOINT Imagery Analyst (or similar) training
* Experience supporting government or defense missions * Familiarity with automated quality metrics or annotation pipelines * Experience with SAR-specific feature analysis * Basic scripting or automation (e.g., Python, Jupyter) is a plus * Prior experience writing SOPs or developing team workflows #LI-RD #cjpost Pay Transparency: In support of pay transparency at Vantor, we disclose salary ranges on all U.S. job postings. The successful candidate's starting pay will fall within the salary range provided below and is determined based on job-related factors, including, but not limited to, the experience, qualifications, knowledge, skills, geographic work location, and market conditions. Candidates with the minimum necessary experience, qualifications, knowledge, and skillsets for the position should not expect to receive the upper end of the pay range. The base pay for this position within California, Colorado, Hawaii, New Jersey, the Washington, DC metropolitan area, and for all other states is: $100,000.00 - $125,000.00 Benefits: Vantor offers a competitive total rewards package that goes beyond the standard, including a robust 401(k) with company match, mental health resources, and unique perks like student loan repayment assistance, adoption reimbursement and pet insurance to support all aspects of your life. You can find more information on our benefits at: https://www.Vantor.com/careers The application window is three days from the date the job is posted and will remain posted until a qualified candidate has been identified for hire. If the job is reposted regardless of reason, it will remain posted three days from the date the job is reposted and will remain reposted until a qualified candidate has been identified for hire. The date of posting can be found on Vantor's Career page at the top of each job posting. To apply, submit your application via Vantor's Career page. EEO Policy: Vantor is an equal opportunity employer committed to an inclusive workplace. We believe in fostering an environment where all team members feel respected, valued, and encouraged to share their ideas. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability, protected veteran status, age, or any other characteristic protected by law.