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

Required Experience : 2+ years of related quality/data analytic experience * Required Skills and Abilities : Excellent verbal, written communication and analytical skills * Attributes for Success:

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 ...

Multiyear Contract Basic Description The Data Analyst supports the Lending Data Governance function by delivering advanced analytics, business intelligence, and data quality capabilities that enable ...

Multiyear Contract Basic Description The Data Analyst supports the Lending Data Governance function by delivering advanced analytics, business intelligence, and data quality capabilities that enable ...

... 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 ...

... 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 · Hybrid

$51 - $61/hr

... quality capabilities that enable data-driven decision-making and operational improvements. This ... The analyst partners with business stakeholders, data stewards, and technology teams to define data ...

Data Analyst

Vienna, VA · On-site

$51 - $61/hr

... quality capabilities that enable data-driven decision-making and operational improvements. This ... The analyst partners with business stakeholders, data stewards, and technology teams to define data ...

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Data Quality Analyst information

See Reston, VA salary details

$21

$50

$74

How much do data quality analyst jobs pay per hour?

As of Jun 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.

Is a data analyst highly paid?

Data analysts typically earn competitive salaries that vary by industry, experience, and location. They often require skills in data visualization, SQL, and Excel, and can advance to higher-paying roles such as data scientist or data manager.

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.

Is AI replacing data analysts?

AI is automating certain tasks within data analysis, such as data cleaning and pattern recognition, but it does not replace the need for data analysts. Data analysts are essential for interpreting insights, making strategic decisions, and managing complex datasets that require human judgment and domain expertise. The role continues to evolve with new tools, emphasizing skills in data visualization, programming, and critical thinking.

Is 40 too old to become a data analyst?

Age is not a barrier to becoming a data quality analyst or data analyst, as the field values skills such as data analysis, SQL, and Excel, which can be learned at any age. Many professionals successfully transition into data roles later in their careers by gaining relevant certifications and experience. Employers focus on skills and experience rather than age, making it possible to start a data analyst career at 40 or older.

What are Data Quality Analysts?

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 do data quality analysts do?

Data quality analysts are responsible for assessing, monitoring, and improving the accuracy, completeness, and reliability of data within an organization. They use tools like data profiling and validation techniques to identify issues and ensure data meets quality standards, often working with databases and data management software. Strong analytical skills and attention to detail are essential for this role.
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:
Infographic showing various Data Quality Analyst job openings in Reston, VA as of June 2026, with employment types broken down into 49% Full Time, and 51% Contract. Highlights an 79% In-person, and 21% Remote job distribution, with an average salary of $104,806 per year, or $50.4 per hour.
Quality Analyst (Secret)

Quality Analyst (Secret)

GDIT

Falls Church, VA

$70K - $81K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 3 days ago


General Dynamics Information Technology rating

7.8

Company rating: 7.8 out of 10

Based on 62 frontline employees who took The Breakroom Quiz

71st of 204 rated it services


Job description

Type of Requisition:

Regular

Clearance Level Must Currently Possess:

Secret

Clearance Level Must Be Able to Obtain:

Secret

Public Trust/Other Required:

None

Job Family:

Professional Engineering

Job Qualifications:

Skills:

Communication, Detail-Oriented, Quality Assurance (QA)

Certifications:

None

Experience:

2 + years of related experience

US Citizenship Required:

Yes

Job Description:

Seize your opportunity to make a personal impact as a Quality Analyst supporting the Bureau of Medicine and Surgery (BUMED), Department of the. Navy. GDIT is your place to make meaningful contributions to challenging projects and grow a rewarding career.

At GDIT, people are our differentiator. As a Quality Analyst, you will help ensure today is safe and tomorrow is smarter. Our work depends on a Quality Analyst joining our team and utilizing their analytic experience to validate clinical information within databases, track information, and prepare reports.

HOW YOU WILL MAKE AN IMPACT

  • Conduct Centralize Credentials Quality Assurance System (CCQAS) database information quality checks, reviews, and validation.
  • Validate information in the CCQAS risk management module- maintain active quality control.
  • Collaborative clinical review for litigation summaries.
  • Populate clinical databases with information extracted from the JAGMAN/Litigation and QA case analyses, clinical reviews, trend analysis and issues from the Medical Treatment Facilities and Dental Treatment Facilities operated by the Navy Medical Department.
  • Track and verify malpractice verification and claims history. Close out denied cases.
  • Utilize databases for production of various reports, including quarterly reports.
  • Ensure digital archiving of records.
  • Prepare reports and ensure format compliance.
  • Participate in special projects as required.

WHAT YOU'LL NEED TO SUCCEED:

  • Education: Bachelor's Degree in a medical/clinical related discipline
  • Required Experience: 2+ years of related quality/data analytic experience
  • Required Skills and Abilities: Excellent verbal, written communication and analytical skills
  • Attributes for Success: Good communication skills, both verbal and written
  • Preferred Technical Skills: Strong medical terminology and/or a clinical background
  • Security Clearance Level: T3 (Secret)
  • Location: Falls Church, VA
  • US Citizenship Required

GDIT IS YOUR PLACE:

  • 401K with company match
  • Comprehensive health and wellness packages
  • Internal mobility team dedicated to helping you own your career
  • Professional growth opportunities including paid education and certifications
  • Cutting-edge technology you can learn from
  • Rest and recharge with paid vacation and holidays

#GDITFedHealthJobs

#GDITPriority

#MilitaryHealthGDITJobs

The likely salary range for this position is $70,658 - $81,256. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range.

Scheduled Weekly Hours:

40

Travel Required:

None

Telecommuting Options:

Onsite

Work Location:

USA VA Falls Church

Additional Work Locations:

Total Rewards at GDIT:

Our benefits package for all US-based employees includes a variety of medical plan options, some with Health Savings Accounts, dental plan options, a vision plan, and a 401(k) plan offering the ability to contribute both pre and post-tax dollars up to the IRS annual limits and receive a company match. To encourage work/life balance, GDIT offers employees full flex work weeks where possible and a variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave. To ensure our employees are able to protect their income, other offerings such as short and long-term disability benefits, life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance are provided or available. We regularly review our Total Rewards package to ensure our offerings are competitive and reflect what our employees have told us they value most.We are GDIT. A global technology and professional services company that delivers consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community. Our 26,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 50 countries worldwide, offering leading capabilities in digital modernization, AI/ML, Cloud, Cyber and application development. Together with our clients, we strive to create a safer, smarter world by harnessing the power of deep expertise and advanced technology.Join our Talent Community to stay up to date on our career opportunities and events at

gdit.com/tc.

Equal Opportunity Employer / Individuals with Disabilities / Protected Veterans

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About General Dynamics Information Technology

Sourced by ZipRecruiter

GDIT is a global technology and professional services company that delivers technology solutions and mission services to every major agency across the U.S. government, defense, and intelligence community. Its 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. The company operates across 50+ countries worldwide, offering leading capabilities in digital modernization, AI/ML, cloud, cyber, and application development.

Industry

It services

Company size

10,000+ Employees

Headquarters location

Falls Church, VA, US