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Data Reviewer Jobs in Virginia (NOW HIRING)

Because this data affects real decisions about people's lives, accuracy is the entire job. What You'll Do * Review criminal records for accuracy and key data elements. * Investigate discrepancies and ...

Mid-Level Data Scientist

Springfield, VA · On-site

$73K - $132K/yr

Minimum 2 years of experience working with data quality control, tools, including ArcGIS data reviewer * Knowledge of metrics dissemination. * Familiarity with emerging Artificial Intelligence (AI ...

Minimum 2 years of experience working with data quality control, tools, including ArcGIS data reviewer * Knowledge of metrics dissemination. * Familiarity with emerging Artificial Intelligence (AI ...

About the Role We're hiring a Criminal Data Analyst to review and validate criminal record data. You'll QA records for accuracy, run test cases against data sources, and flag patterns that signal ...

Scientific Data Analyst

Vienna, VA · On-site

$85K - $115K/yr

Review data error logs to ensure that requested data modifications are done according to the protocol. * Identify errors/omissions of variable formats or labels. * Document problems and proposed ...

We combine quality data-driven solutions that fuel answers, technology that advances performance ... The Nurse Reviewer position is responsible for supporting and conducting reviews and determinations ...

As needed, assistance with coordinate and/or assist in the completion of project site inspections and manage relevant data gathered during such inspections. * Assist with assembly and review of ...

HUD AEC Plan Reviewer

Richmond, VA · On-site

$70K - $80K/yr

As needed, assistance with coordinate and/or assist in the completion of project site inspections and manage relevant data gathered during such inspections. * Assist with assembly and review of ...

Key Tasks • Conduct requirements workshops with the business, HIT, IT, and operational stakeholders • Review and validate the BugTrack Excel extract structure • Build a Power BI data model ...

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Data Reviewer information

See Virginia salary details

$12

$26

$42

How much do data reviewer jobs pay per hour?

As of Jul 21, 2026, the average hourly pay for data reviewer in Virginia is $26.02, according to ZipRecruiter salary data. Most workers in this role earn between $14.28 and $36.01 per hour, depending on experience, location, and employer.

What is the difference between Data Reviewer vs Data Analyst?

AspectData ReviewerData Analyst
Required CredentialsTypically a bachelor's degree in data management, IT, or related fields; certifications like CDMP are commonBachelor's degree in statistics, data science, or related fields; certifications like CAP or Microsoft certifications are common
Work EnvironmentMostly office-based, working with data validation tools and softwareOffice or remote, analyzing data sets, creating reports, and visualizations
Employer & Industry UsageUsed in industries like finance, healthcare, and government for data quality assuranceUsed across industries for data-driven decision making and reporting

While both roles involve working with data, Data Reviewers focus on validating and ensuring data accuracy, whereas Data Analysts interpret data to generate insights. Understanding these differences helps in choosing the right career path or job search focus.

What Is the Job of a Data Reviewer?

A data reviewer helps an organization review and interpret data for accuracy and interpretation. Data reviewers are necessary for many fields, including software development, quality assurance, medical and health care professions, and accounting, to name a few. Your responsibilities and duties are to look through collected data that has been entered into a spreadsheet or other database. You check it for any errors and manage issues you find. Some data reviewer positions, such as in medical research, include an analytical component; you help the research team to glean insight from the collected data.

What are Data Reviewers?

Data Reviewers are professionals responsible for examining, verifying, and validating data to ensure its accuracy, completeness, and compliance with established standards or regulations. They typically work with large datasets, reviewing and identifying errors or inconsistencies, and may also recommend or implement corrective actions. Data Reviewers play a crucial role in maintaining the quality and reliability of information used in various industries, such as healthcare, finance, and research.

What are the key skills and qualifications needed to thrive as a Data Reviewer, and why are they important?

To thrive as a Data Reviewer, you need strong analytical skills, attention to detail, and typically a background in life sciences, statistics, or a related field. Familiarity with data management systems, electronic data capture (EDC) platforms, and compliance standards such as GCP is commonly required. Excellent problem-solving, critical thinking, and communication skills help you identify discrepancies and collaborate with cross-functional teams. These competencies are crucial for ensuring data integrity, regulatory compliance, and the reliability of research outcomes.

What is a data reviewer's job?

A data reviewer is responsible for examining and validating data for accuracy, completeness, and consistency. They often use tools like spreadsheets or data management software and may follow established guidelines or standards to ensure data quality in various organizational contexts.

What jobs make $1,000,000 a year?

In the field of data review, high-level roles such as Chief Data Officer or senior data executives can earn close to or exceeding $1 million annually, especially in large corporations. These positions typically require extensive experience, advanced skills in data management and analytics, and often involve leadership responsibilities and strategic decision-making.

How does a Data Reviewer typically collaborate with other teams to ensure data quality?

Data Reviewers work closely with data entry specialists, analysts, and project managers to verify the accuracy and consistency of datasets. They often participate in cross-functional meetings to discuss data discrepancies and establish best practices for data validation. This collaboration helps maintain high-quality data standards and ensures that any issues are promptly identified and resolved, supporting the overall goals of the organization.

How much does a clinical data reviewer make?

A clinical data reviewer typically earns between $50,000 and $80,000 annually, depending on experience, location, and the complexity of the data reviewed. They often work with electronic data capture tools and may require knowledge of regulatory standards like GCP and FDA guidelines.

Is 40 too late for data science?

A Data Reviewer role involves analyzing and validating data quality, and transitioning into data science at age 40 is possible with relevant skills such as programming, statistics, and experience with tools like Python or R. Many professionals successfully switch careers later in life by gaining certifications or additional training, making age less of a barrier than skill and experience.
What are the most commonly searched types of Data Reviewer jobs in Virginia? The most popular types of Data Reviewer jobs in Virginia are:
What job categories do people searching Data Reviewer jobs in Virginia look for? The top searched job categories for Data Reviewer jobs in Virginia are:
What cities in Virginia are hiring for Data Reviewer jobs? Cities in Virginia with the most Data Reviewer job openings:
What are popular job titles related to Data Reviewer jobs in VA? For Data Reviewer jobs in VA, the most frequently searched job titles are:
Infographic showing various Data Reviewer job openings in Virginia as of July 2026, with employment types broken down into 50% Full Time, and 50% Contract. Highlights an 100% In-person job distribution, with an average salary of $54,115 per year, or $26 per hour.
Core Ops Data Integrity Reviewer (QC)

Core Ops Data Integrity Reviewer (QC)

Capital One

Richmond, VA • Remote

Full-time

Re-posted 17 days ago


Capital One rating

7.8

Company rating: 7.8 out of 10

Based on 143 frontline employees who took The Breakroom Quiz

76th of 149 rated banks


Job description

Core Ops Data Integrity Reviewer (QC)

Are you looking for a challenging role that includes the convenience of working virtually at home? Then a Capital One Commercial Ops role may be the role for you! You must be within 50 miles driving distance from our Capital One hub locations in Richmond, VA.

Capital One Horizontal Operations is looking for candidates to support the growing Data Integrity team. The team validates deals that our closing and booking partners book and fund. The primary function of the DI team is to minimize the risk to the bank and the customer while ensuring that commercial closing is audit ready.The role includes analyzing credit agreements and comparing the information to the bank's loan system. The associate is responsible for making sure all data points are accurate and communicating with our closing and booking partners.The ability to learn quickly and to adapt to change are critical skills to the role. Applicant will possess exceptional communication skills. Additionally, the ability to clearly convey intricate concepts and issues in a concise way; as well as work collaboratively among stakeholders to help facilitate ongoing change management. Knowledge of agented (syndication) deals, member deals, credit products and complex documents preferred.

Some primary functions of the role include, but are not limited to:

  • Review and interpret complex commercial loan documentation to validate accuracy of system bookings within ACBS

  • Ensure loan data aligns with executed credit agreements, identifying discrepancies and driving resolution with closing and booking partners

  • Serve as a control function to minimize risk by ensuring data integrity and audit readiness across all deal types (bi-lateral, member, syndication)

  • Partner cross-functionally with closing, servicing, and offshore teams to ensure consistent execution and adherence to established processes

  • Demonstrate strong knowledge of commercial loan products, deal structures, and booking requirements, while continuously building expertise in evolving processes and systems

  • Apply sound judgment to balance risk, regulatory requirements, and operational efficiency when reviewing and making decisions

  • Identify, escalate, and help resolve data or process issues, leveraging insights to prevent recurring errors and improve upstream quality

  • Contribute to the design, enhancement, and execution of controls that strengthen data integrity and reduce operational risk

  • Adapt quickly to changes in priorities, processes, and systems, supporting ongoing transformation initiatives across Core Ops

  • Maintain a high standard of accuracy and accountability, with a focus on delivering a strong customer and partner experience

  • Leverage data and trends identified through reviews to provide insights and recommendations that improve process quality and reduce defects

  • Communicate findings clearly and concisely to stakeholders, effectively influencing resolution and promoting adherence to best practices

Work at Home Technology Requirements:

  • A secure home office environment that is free from background noise and distractions

  • A reliable private internet connection that is not supplied by using cellular data (hot spot)

    • Cable or fiber connections are preferred

    • Internet service download speeds must be at least 5 mbps, with 10+ mbps preferred - check your download speed using a speed test. A sample one can be found here. To test your home internet from your personal computer at home, type www.speedtest.net into the web browser of your personal computer.

    • Sustained ability to maintain latency less than 250 ms in voice calls is required

  • Hard wired connectivity is preferred, any use of wireless connectivity must be Private (non-public) and password protected through WPA2-PSK (AES) encryption. If you have any questions about your encryption, please consult with your internet provider

    • A private network is password protected where you have ownership or line of sight to every device on the network

  • Capital One reserves the right to request proof of internet provider, speed and service package from the associate

  • Requirements are subject to change, as new systems and technology are delivered. Capital One reserves the right to modify internet service requirements with sixty (60) days notice.

Work from Home Living Requirements:

  • Candidates must live within 50 miles driving distance of the Richmond, VA hub.

Basic Qualifications:

  • High School Diploma, GED or equivalent certification

  • At least 1 year of experience in Commercial Loan Closing or Commercial Loan Servicing

  • At least 1 year of experience with Microsoft Office (Outlook, Excel, Word, PowerPoint) or Google Suite (Sheets, Slides, Docs)

Preferred Qualifications:

  • Bachelor's Degree or military experience

  • 2+ years of systems experience in ACBS

  • 2+ years of systems experience in Salesforce

  • 2+ years of experience with Microsoft Office (Outlook, Excel, Word, PowerPoint) or Google Suite (Sheets, Slides, Docs)

  • 2+ years of Agent Syndication Loan Closing or Agent Syndication Loan Servicing experience

  • 2+ years of experience in Commercial Banking Operations

#CommOps

At this time, Capital One will not sponsor a new applicant for employment authorization for this position.
No agencies please
Capital One is an equal opportunity employer committed to diversity in the workplace. Capital One promotes a drug-free workplace.
All qualified applicants will receive consideration for employment without regard to gender, race, color, age, national origin, religion, disability, genetic information, marital status, sexual orientation, gender identity/assignment, citizenship, pregnancy or maternity, protected veteran status, or any other status protected by applicable national, federal, state or local law.
Capital One will consider for employment qualified applicants with a criminal history in a manner consistent with the requirements of applicable laws regarding criminal background inquiries, including, to the extent applicable, Article 23-A of the New York Correction Law; San Francisco, California Police Code Article 49, Sections 4901-4920; Newark, New Jersey Ordinance 12-1630; and other applicable federal, state, and local laws and regulations regarding criminal background inquiries.

The minimum and maximum full-time annual salaries for this role are listed below, by location. Please note that this salary information is solely for candidates hired to perform work within one of these locations, and refers to the amount Capital One is willing to pay at the time of this posting. Salaries for part-time roles will be prorated based upon the agreed upon number of hours to be regularly worked.

Richmond, VA: $66,700 - $76,100 for Ops Associate











Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate's offer letter.

This role is also eligible to earn performance based incentive compensation, which may include cash bonus(es) and/or long term incentives (LTI). Incentives could be discretionary or non discretionary depending on the plan.

Capital One offers a comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being. Learn more at theCapital One Careers website. Eligibility varies based on full or part-time status, exempt or non-exempt status, and management level.

This role is expected to accept applications for a minimum of 5 business days.No agencies please. Capital One is an equal opportunity employer (EOE, including disability/vet) committed to non-discrimination in compliance with applicable federal, state, and local laws. Capital One promotes a drug-free workplace. Capital One will consider for employment qualified applicants with a criminal history in a manner consistent with the requirements of applicable laws regarding criminal background inquiries, including, to the extent applicable, Article 23-A of the New York Correction Law; San Francisco, California Police Code Article 49, Sections 4901-4920; New York City's Fair Chance Act; Philadelphia's Fair Criminal Records Screening Act; and other applicable federal, state, and local laws and regulations regarding criminal background inquiries.

If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation, please contact Capital One Recruiting at 1-800-304-9102 or via email at RecruitingAccommodation@capitalone.com. All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodations.

For technical support or questions about Capital One's recruiting process, please send an email to Careers@capitalone.com

Capital One does not provide, endorse nor guarantee and is not liable for third-party products, services, educational tools or other information available through this site.

Capital One Financial is made up of several different entities. Please note that any position posted in Canada is for Capital One Canada, any position posted in the United Kingdom is for Capital One Europe and any position posted in the Philippines is for Capital One Philippines Service Corp. (COPSSC).


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