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Data Quality Analyst Jobs in Reston, VA (NOW HIRING)

Dewberry

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

USM

Data Analyst

Washington, DC · On-site

The Senior Data Analyst/Modeler will use his/her technical expertise and work closely with source system experts to perform data research, run advanced queries, assess data quality and integrity ...

Dewberry

Geospatial Quality Analyst

Fairfax, VA · On-site +1

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

ECS

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 ...

Cillium Corp.

data analyst

Fairfax, VA · On-site

... 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 ...

cillium corp

data analyst

Fairfax, VA · On-site

... 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 ...

Empirical Corporation

Federal Audit Data Analyst

Washington, DC · On-site

$95K - $105K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Provide data analytics and data quality support for federal financial reporting and audit readiness activities. * Analyze data to validate completeness, accuracy, and compliance. * Develop dashboards ...

Empirical Corporation

Federal Audit Data Analyst

Washington, DC · On-site

$95K - $105K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Provide data analytics and data quality support for federal financial reporting and audit readiness activities. * Analyze data to validate completeness, accuracy, and compliance. * Develop dashboards ...

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All JobsData Quality Analyst JobsData Quality Analyst Jobs in Reston, VA

Data Quality Analyst information

See Reston, VA salary details

$21

$50

$74

How much do data quality analyst jobs pay per hour?

As of Aug 13, 2026, the average hourly pay for data quality analyst in Reston, VA is $50.39, according to ZipRecruiter salary data. Most workers in this role earn between $36.01 and $62.79 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 Reston, VA? The most popular types of Data Quality Analyst jobs in Reston, VA are:
What are popular job titles related to Data Quality Analyst jobs in Reston, VA? For Data Quality Analyst jobs in Reston, VA, the most frequently searched job titles are:
What job categories do people searching Data Quality Analyst jobs in Reston, VA look for? The top searched job categories for Data Quality Analyst jobs in Reston, VA are:
What cities near Reston, VA are hiring for Data Quality Analyst jobs? Cities near Reston, VA with the most Data Quality Analyst job openings:
Data Quality Analyst jobs near you
Infographic showing various Data Quality Analyst job openings in Reston, VA as of August 2026, with employment types broken down into 90% Full Time, and 10% Contract. Highlights an 60% In-person, 20% Hybrid, and 20% Remote job distribution, with an average salary of $104,806 per year, or $50.4 per hour.

Senior Data & User Acceptance Testing (UAT) Analyst (Remote - US)

ICF Consulting Group, Inc.

Reston, VA • On-site

$89K - $112K/yr

Other

Posted yesterday

New

Job description

This role is contingent upon a contract award.
The Work: At ICF, we combine deep domain expertise with leading-edge technology to help our clients solve their most complex challenges. We are seeking a Senior Data & User Acceptance Testing (UAT) Analyst to join our growing team, supporting mission-driven data and analytics modernization programs that deliver measurable impact.
As a Senior Data Analyst (Databricks), you will bring strong expertise in data analytics, SQL-based analysis, data validation, and Databricks workflows. You will also support the validation of user workflows, system functionality, usability, and release readiness through structured user acceptance testing and collaboration with business, technical, product, and QA stakeholders. You will help ensure that modern data platforms, analytic outputs, dashboards, and user workflows are accurate, usable, accessible, and aligned with mission needs.
Job Location: This position requires that the job be performed in the United States. If you accept this position, you should note that ICF does monitor employee work locations and blocks access from foreign locations/foreign IP addresses, and also prohibits personal VPN connections.
  • You may be asked to travel once a quarter to an office.
  • Our core work hours are 10am - 4pm Eastern Time with the option to start earlier or work later depending on your time zone.

What You Will Do:
  • Perform hands-on data analysis, profiling, reconciliation, and validation using Databricks, SQL, and modern analytics workflows.
  • Validate data quality, data integrity, data transformations, business rules, reports, dashboards, and analytic outputs against requirements and acceptance criteria.
  • Develop and execute SQL-based test queries to support data validation, defect investigation, regression testing, and user acceptance testing.
  • Lead the design, implementation, and governance of a robust UAT framework, including UAT plans, test scenarios, test cases, acceptance criteria, traceability matrices, issue logs, readiness assessments, and results reporting.
  • Coordinate and facilitate UAT sessions with representative users to validate real-world workflows, system functionality, usability, and readiness for release.
  • Support usability testing by evaluating workflow effectiveness, query performance, dashboard usability, self-service capabilities, accessibility considerations, and critical end-to-end user journeys.
  • Partner with product owners, business stakeholders, data engineers, QA/test teams, UX/CX specialists, developers, and client leadership to translate testing outcomes and user feedback into actionable backlog items.
  • Document and communicate data quality issues, usability concerns, defects, risks, and recommendations in clear, client-ready formats for technical and non-technical audiences.
  • Support Agile delivery by contributing to enhanced and improved user story development to align with stakeholder feedback. This include backlog refinement, sprint planning, sprint reviews, demos, retrospectives, and continuous improvement activities.
  • Maintain requirements, testing artifacts, and traceability in tools such as Jira and Confluence from requirements through test execution, validation, and resolution.

Minimum Requirements:
  • Bachelor's Degree
  • 5+ years of experience as a Data Analyst, Systems Analyst, Quality Analyst, Business Analyst, or related role supporting enterprise data, analytics, reporting, or system validation efforts.
  • U.S. Citizenship required due to federal contract requirements.
  • Ability to obtain and maintain a federal public trust clearance or equivalent client-required background investigation.
  • Candidate must reside in the U.S., be authorized to work in the U.S., and all work must be performed in the U.S.
  • Candidate must have lived in the U.S. for three (3) full years out of the last five (5) years

What We Would Like You To Bring With You:
  • 3+ years of hands-on SQL experience, including writing complex queries for data analysis, validation, reconciliation, troubleshooting, and testing.
  • 1+ years of hands-on experience with Databricks or a comparable modern cloud data platform supporting analytics, data validation, data engineering, reporting, or testing workflows.
  • 1+ years of experience validating enterprise system functionality, data outputs, dashboards, reports, workflows, or acceptance criteria in collaboration with business, technical, QA, or product stakeholders.
  • Experience developing and executing UAT plans, test cases, acceptance criteria, traceability matrices, defect logs, and results reports for enterprise systems.
  • Experience supporting usability testing, workflow analysis, user research, surveys, user feedback analysis, or other methods used to evaluate whether systems meet real-world user needs.
  • Experience supporting federal data modernization, emergency management, disaster response, public sector analytics, or other mission-driven IT programs.
  • Experience applying data validation practices in production analytics, reporting, dashboarding, or cloud data platform environments.
  • Experience with analytical, reporting, and visualization software packages (such as QuickSight, Power BI, Tableau and ArcGIS, or similar software).
  • Experience supporting data governance, metadata management, data catalogs, role-based access control, data sharing, or federated data stewardship models.
  • Experience working with tools such as Jira, Confluence, GitHub, GitLab, or similar collaboration and delivery tools.
  • Experience working in Agile delivery environments, including backlog refinement, sprint planning, sprint reviews, demos, retrospectives, release readiness, or SAFe ceremonies.
  • Strong technical writing skills, including the ability to document testing outcomes, data validation results, user feedback, risks, issues, and recommendations for technical and non-technical audiences.
  • Ability to work effectively across multiple teams and workstreams with strong time management, organizational, facilitation, and communication skills.

Professional Skills:
  • Highly effective analytical, problem-solving, and decision-making capabilities.
  • Excellent communication and interpersonal skills to interface effectively at all levels of the business.
  • Ability to self-organize, prioritize and conduct research on multiple projects under tight deadlines in a fast-paced environment.
  • Ability to communicate complex data, testing, and usability findings clearly to technical and non-technical audiences.

#DMX-EET
Working at ICF
ICF is a global advisory and technology services provider, but we're not your typical consultants. We combine unmatched expertise with cutting-edge technology to help clients solve their most complex challenges, navigate change, and shape the future.
We can only solve the world's toughest challenges by building a workplace that allows everyone to thrive. We are an equal opportunity employer. Together, our employees are empowered to share their expertise and collaborate with others to achieve personal and professional goals. For more information, please read our EEO policy.
We will consider for employment qualified applicants with arrest and conviction records.
Reasonable Accommodations are available, including, but not limited to, for disabled veterans, individuals with disabilities, and individuals with sincerely held religious beliefs, in all phases of the application and employment process. To request an accommodation, please email and we will be happy to assist. All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodations.
Read more about workplace discrimination rights or our benefit offerings which are included in the Transparency in (Benefits) Coverage Act.
Candidate AI Usage Policy
At ICF, we are committed to ensuring a fair interview process for all candidates based on their own skills and knowledge. As part of this commitment, the use of artificial intelligence (AI) tools to generate or assist with responses during interviews (whether in-person or virtual) is not permitted. This policy is in place to maintain the integrity and authenticity of the interview process.
However, we understand that some candidates may require accommodation that involves the use of AI. If such an accommodation is needed, candidates are instructed to contact us in advance at We are dedicated to providing the necessary support to ensure that all candidates have an equal opportunity to succeed.
Pay Range - There are multiple factors that are considered in determining final pay for a position, including, but not limited to, relevant work experience, skills, certifications and competencies that align to the specified role, geographic location, education and certifications as well as contract provisions regarding labor categories that are specific to the position.
The pay range for this position based on full-time employment is:
$74,090.00 - $125,954.00
Nationwide Remote Office (US99)

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