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Internship Data Validation Jobs in Virginia (NOW HIRING)

Data Pipeline Engineer (Junior - Mid)

Arlington, VA · On-site +1

$131K - $158K/yr

Perform data validation and reconciliation checks between source platforms and Elasticsearch, and ... internship, lab, or academic project experience considered) * Scripting ability in Python (or a ...

Senior Business Analyst

Vienna, VA · On-site

$84.30 - $123.20/hr

Advanced knowledge of data querying, data validation and business process analysis * Advanced ... Yello and WayUp Top 100 Internship Programs 2025 * Computerworld ® Best Places to Work in IT 2026

Senior Business Analyst

Vienna, VA · On-site

$92K - $119K/yr

... validating data and results, and supporting initiatives through production deployment and post ... Yello and WayUp Top 100 Internship Programs * Computerworld Best Places to Work in IT * Newsweek ...

Quality Engineer

Tysons Corner, VA · On-site

$72K - $93K/yr

Support issue investigation by reviewing logs, validating data, and learning to read and understand ... Internship, academic, or personal project experience related to QA, automation, or software ...

Prototype algorithms in Python, MATLAB, or R and validate performance through Monte Carlo ... Prior internships or collaborations with defense, aerospace, or robotics organizations * Experience ...

Data Scientist III

Charlottesville, VA · On-site

$98K - $171K/yr

Prototype algorithms in Python, MATLAB, or R and validate performance through Monte Carlo ... Prior internships or collaborations with defense, aerospace, or robotics organizations * Experience ...

Collect, validate, analyze, and document data for organizational reporting. * Partner with staff to ... or AI through work, academic, internship, or project experience. * Interest in aviation ...

Collect, validate, analyze, and document data for organizational reporting. * Partner with staff to ... or AI through work, academic, internship, or project experience. * Interest in aviation ...

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Internship Data Validation information

What is an internship data validation?

An Internship Data Validation role involves assisting organizations in ensuring the accuracy and integrity of their data. Interns in this position typically verify data sets, identify inconsistencies, and help correct errors by following established validation processes. They may use various software tools to conduct checks and collaborate with other teams to maintain data quality. This role is ideal for those looking to gain experience in data management and analytics.

What are some common challenges faced during a data validation internship, and how can they be overcome?

A Data Validation internship often involves dealing with large datasets that may contain inconsistencies, missing values, or errors. One common challenge is ensuring data accuracy while working under tight deadlines, which requires strong attention to detail and effective time management. Interns may also need to learn new validation tools or programming languages quickly. Collaborating closely with data analysts and IT teams can help interns understand best practices and find solutions to data issues. Seeking feedback and asking questions early on can also accelerate the learning process and improve data validation outcomes.

What is the difference between Internship Data Validation vs Data Analyst?

AspectInternship Data ValidationData Analyst
Required CredentialsTypically pursuing or recent graduate, basic technical skillsBachelor's degree in related field, some certifications
Work EnvironmentInternship setting, supervised, entry-level tasksFull-time, professional environment, analytical responsibilities
Employer & Industry UsageInternship programs in tech, finance, healthcareCompanies across industries, data-driven roles
Comparison Search IntentUnderstanding entry-level data validation rolesLearning about data analysis careers

Internship Data Validation focuses on entry-level tasks like verifying data accuracy under supervision, often as part of an internship program. Data Analysts perform comprehensive data analysis, interpret trends, and support decision-making. While both roles involve working with data, internships are training positions, whereas Data Analysts are full-time professionals with broader responsibilities.

What are the key skills and qualifications needed to thrive as an internship data validation specialist, and why are they important?

To excel as an Internship Data Validation specialist, you need strong analytical skills, attention to detail, and a foundational understanding of data management, often supported by coursework in statistics or computer science. Familiarity with spreadsheet software (like Excel), database management systems, and data validation tools is usually required. Effective communication, problem-solving abilities, and a proactive attitude are standout soft skills for this role. These skills ensure that data is accurate, reliable, and actionable, which is vital for informed business decision-making.
What are the most commonly searched types of Data Validation jobs in Virginia? The most popular types of Data Validation jobs in Virginia are:
What cities in Virginia are hiring for Internship Data Validation jobs? Cities in Virginia with the most Internship Data Validation job openings:
Infographic showing various Internship Data Validation job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 78% Full Time, 17% Part Time, and 4% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution.

Associate Data and Analytics Engineer

Virginia Polytechnic Institute and State University

Blacksburg, VA • On-site, Remote

$62K - $76K/yr

Full-time

Posted 7 days ago


Virginia Tech rating

7.8

Company rating: 7.8 out of 10

Based on 65 frontline employees who took The Breakroom Quiz

228th of 617 rated colleges and universities


Job description

Associate Data and Analytics Engineer
Job no: 537205
Work type: Administrative & Professional
Senior management: Vice President-Info Technology
Department: Enterprise Services
Location: Blacksburg, Virginia, Fully Remote, Hybrid
Categories: Information Systems / Technology
Job Description
Virginia Tech is seeking an Associate Data and Analytics Engineer to support the development, maintenance, and operation of enterprise data, analytics, and reporting solutions that enable institutional reporting, decision support, and data-informed decision-making across the university.
Working under the guidance of senior data and analytics professionals, this position will assist with developing data pipelines, supporting cloud-based data platforms, maintaining enterprise data assets, and creating reports, dashboards, and analytical solutions. The position provides an early-career professional with opportunities to develop proficiency in enterprise data management, analytics engineering, business intelligence, and cloud data platform operations using technologies such as Snowflake, AWS, SQL, Python, and Power BI.
Why Join Virginia Tech
Join a team that is building the next generation of enterprise data and analytics capabilities at one of the nation's leading R1 research universities. In this role, you will work with modern cloud data technologies, Snowflake, advanced analytics, and emerging AI capabilities while helping enable research, student success, academic operations, and institutional decision-making at enterprise scale.
Key Responsibilities
• Support the day-to-day operation of enterprise data and analytics platforms, including monitoring scheduled jobs, data pipelines, reports, dashboards, and platform services.
• Assist with troubleshooting data quality, integration, performance, and platform issues, escalating complex matters to senior team members as appropriate.
• Participate in incident response, issue resolution, service restoration, monitoring, alerting, and operational automation activities.
• Assist in developing, maintaining, testing, and monitoring data pipelines, integrations, and ETL/ELT workflows supporting Snowflake-based analytics solutions.
• Support the creation and maintenance of enterprise data assets, data models, and transformations used for institutional reporting and analytics.
• Develop SQL queries and scripts for data processing, reporting, analytics, validation, and operational needs.
• Perform data validation, testing, reconciliation, and quality assurance to support the accuracy, completeness, and reliability of enterprise data.
• Apply established data governance, metadata, data quality, security, privacy, and access-control standards and practices.
• Assist with developing and maintaining dashboards, reports, visualizations, and self-service analytics solutions using approved enterprise tools.
• Work with business and technical staff to understand reporting and analytics requirements and participate in report validation, user testing, and solution implementation.
• Provide customer support and guidance related to enterprise reporting and analytics services.
• Contribute to technical documentation, operational procedures, training materials, user adoption, knowledge sharing, and continuous improvement initiatives.
Required Qualifications
• Bachelor's degree in Computer Science, Information Technology, Information Systems, Business, Data Analytics, or a related field, or an equivalent combination of education, training, and experience.
• Foundational knowledge of data management, reporting, analytics, or business intelligence concepts.
• Experience writing scripts, version control (GIT) and the development life cycle.
• Experience developing SQL queries and working with relational databases.
• Experience supporting software applications, data solutions, reporting systems, or analytics platforms through coursework, internships, student employment, or professional experience.
• Ability to learn new technologies, business processes, and technical concepts.
• Demonstrated ability to communicate technical concepts and information effectively to both technical and non-technical audiences.
• Demonstrated analytical, troubleshooting, and problem-solving skills.
• Demonstrated ability to organize work, manage multiple priorities, adapt to changing business needs, and complete assigned responsibilities within established timelines.
Preferred Qualifications
• Exposure to cloud data platforms such as Snowflake or comparable technologies.
• Experience with a code release process (DevOps)
• Experience developing reports, dashboards, or data visualizations.
• Exposure to Python, automation, or data processing workflows.
• Familiarity with ETL/ELT, data modeling, data warehousing, or analytics engineering concepts.
• Experience with reporting or BI tools such as Power BI, Tableau, MicroStrategy, or similar platforms.
• Experience gained through internships, assistantships, capstone projects, student employment, or professional work.
• Familiarity with higher education data domains or enterprise administrative systems.
• Demonstrated ability to collaborate effectively with cross-functional teams, stakeholders and data stewards, while completing assigned work with appropriate guidance.
Overtime Status
Exempt: Not eligible for overtime
Appointment Type
Regular
Salary Information
$62,665 - $76,590
Hours per week
40
Review Date
8/18/2026
Additional Information
No visa sponsorship is available for this position.
The successful candidate will be required to have a criminal conviction check.
About Virginia Tech
Dedicated to its motto, Ut Prosim (That I May Serve), Virginia Tech pushes the boundaries of knowledge by taking a hands-on, transdisciplinary approach to preparing scholars to be leaders and problem-solvers. A comprehensive land-grant institution that enhances the quality of life in Virginia and throughout the world, Virginia Tech is an inclusive community dedicated to knowledge, discovery, and creativity. The university offers more than 280 majors to a diverse enrollment of more than 36,000 undergraduate, graduate, and professional students in eight undergraduate colleges, a school of medicine, a veterinary medicine college, Graduate School, and Honors College. The university has a significant presence across Virginia, including Blacksburg, the greater Washington, D.C. area, the Health Sciences and Technology Campus in Roanoke, sites in Newport News and Richmond, and numerous Extension offices and research institutes. A leading global research institution, Virginia Tech conducts more than $650 million in research annually.
Virginia Tech endorses and encourages participation in professional development opportunities and university shared governance. These valuable contributions to university shared governance provide important representation and perspective, along with opportunities for unique and impactful professional development.
Virginia Tech does not discriminate against employees, students, or applicants on the basis of age, color, disability, sex (including pregnancy), gender, gender identity, gender expression, genetic information, ethnicity or national origin, political affiliation, race, religion, sexual orientation, or military status, or otherwise discriminate against employees or applicants who inquire about, discuss, or disclose their compensation or the compensation of other employees or applicants, or on any other basis protected by law.
If you are an individual with a disability and desire an accommodation, please contact IT Human Resources at ithr@vt.edu during regular business hours at least 10 business days prior to the event.
Advertised: August 5, 2026
Applications close: August 18, 2026 Eastern Daylight Time
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About Virginia Tech

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Virginia Tech, guided by its motto "Ut Prosim" (That I May Serve), embraces a hands-on, interdisciplinary approach to educate scholars as leaders and problem-solvers. As a comprehensive land-grant institution, it enriches the quality of life in Virginia and worldwide, fostering an inclusive community focused on knowledge, discovery, and creativity. With over 280 majors, the university serves a diverse student body of more than 36,000 across undergraduate, graduate, and professional programs. Virginia Tech's presence extends throughout Virginia, including campuses in Northern Virginia, Roanoke, Newport News, and Richmond, along with multiple Extension offices and research centers. As a prominent global research institution, it conducts over $500 million in research annually.

Industry

Colleges, universities, and professional schools

Company size

5,001 - 10,000 Employees

Headquarters location

Blacksburg, VA, US

Year founded

1872

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