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Data Curation Jobs in Virginia (NOW HIRING)

Senior Data Architect

Chantilly, VA ยท On-site

$69.50 - $93/hr

Perform AI data curation activities, including identifying, classifying, organizing, and enriching enterprise data assets to improve their readiness for AI, machine learning, and advanced analytics ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration * Run and scale training experiments on cloud or HPC ...

Showing results 21-40

Data Curation information

See Virginia salary details

$10

$43

$69

How much do data curation jobs pay per hour?

As of Sep 6, 2026, the average hourly pay for data curation in Virginia is $43.59, according to ZipRecruiter salary data. Most workers in this role earn between $28.99 and $57.28 per hour, depending on experience, location, and employer.

What is a data curation?

A Data Curation job involves collecting, organizing, maintaining, and ensuring the quality of data for accuracy and accessibility. Data curators clean and structure datasets, manage metadata, and ensure compliance with data governance standards. They work closely with data scientists, analysts, and engineers to support data-driven decision-making. This role is essential in industries like research, healthcare, finance, and technology, where high-quality data is crucial for insights and innovation.

What are the key skills and qualifications needed to thrive in data curation, and why are they important?

To excel in Data Curation, you need a strong background in data management, information science, and database technologies, often supported by a degree in a related field. Familiarity with data wrangling tools, metadata standards, programming languages (such as Python or R), and data management systems is highly valuable. Attention to detail, analytical thinking, and collaborative communication are standout soft skills in this position. These abilities ensure data integrity, usability, and accessibility, which are essential for supporting robust decision-making and research outcomes.

What are some typical challenges faced by professionals in data curation roles?

Professionals in Data Curation often manage large, complex datasets from diverse sources, which can present challenges in ensuring consistency, accuracy, and proper documentation. They may encounter incomplete or poorly formatted data that requires significant cleaning and standardization. Collaborating with researchers, data engineers, and subject matter experts is common to clarify requirements and maintain data integrity. Staying current with evolving data standards and technologies is also key to success, making adaptability important in daily work.

How do you become a data curator?

To become a data curator, you typically need a bachelor's degree in a related field such as information science, computer science, or data management. Gaining experience with data organization, metadata standards, and tools like database management systems or data cleaning software is important, along with developing strong analytical and attention-to-detail skills.

Is a data curator a good job?

A data curator manages and organizes data sets to ensure quality, consistency, and accessibility, often using tools like databases and data management software. It is a growing field with opportunities in industries such as healthcare, finance, and technology, and typically requires strong attention to detail and knowledge of data standards. The role can offer stable employment and the chance to develop specialized skills in data management.

What does a data curator do?

A data curator is responsible for organizing, maintaining, and ensuring the quality of data within a database or repository. They select relevant data, apply standards for consistency, and often use tools like data management software to prepare data for analysis or sharing.

What are the most commonly searched types of Data Curation jobs in Virginia?

The most popular types of Data Curation jobs in Virginia are:

What cities in Virginia are hiring for Data Curation jobs?

Cities in Virginia with the most Data Curation job openings:

Infographic showing various Data Curation job openings in Virginia as of August 2026, with employment types broken down into 78% Full Time, 11% Part Time, and 11% Contract. Highlights an 74% In-person, and 26% Remote job distribution, with an average salary of $90,669 per year, or $43.6 per hour.

Senior Data Architect

Citizant

Chantilly, VA โ€ข On-site

$69.50 - $93/hr

Other

Medical, Dental, Vision, Life, Retirement, PTO

Posted 4 days ago


Job description

Apply
Job Type
Full-time
Description

Company Description

Citizant is a leading provider of professional IT services to the U.S. government. We seek to address some of our country's most pressing challenges in the areas of Agile application development, Enterprise Data Management, Enterprise Architecture, and Program Management support services - focusing on the U.S. Departments of Homeland Security and Treasury. We strive to hire only ethical, talented, passionate, and committed "A Players" who already align with the company's core values: Drive, Excellence, Reputation, Responsibility, and a Better Future. No matter how large we grow, Citizant will retain its collaborative, supportive, small-company culture, where successful team effort to address external and internal customer challenges is valued above all individual contributions.


Job Description

Join our remote team as a Senior Data Architect supporting a Chief Data Officer (CDO) organization. In this role, you will partner with federal clients to advance enterprise data management, data governance, and data modernization initiatives by identifying, analyzing, and documenting enterprise data assets and their relationships. The successful candidate will perform data-centric analysis of business applications and systems to develop metadata, document data lineage and data flows, and prepare data assets for onboarding into the enterprise data catalog.

The ideal candidate has extensive hands-on experience analyzing existing systems and documenting data architectures through logical data models, metadata specifications, data lineage, and governance artifacts. This individual will collaborate with business and technical stakeholders across all organizational levels to identify business data sources, define and enrich metadata, and ensure enterprise data assets are accurately represented and discoverable within the enterprise data catalog.


Responsibilities

  • Perform data-centric analysis of enterprise applications, databases, application interfaces, and business processes to identify enterprise data assets, data relationships, and system dependencies.
  • Analyze application architectures and data flows to document the movement, transformation, and consumption of data across enterprise systems.
  • Develop, document, and maintain metadata, data dictionaries, logical data models, data lineage, and other data governance artifacts to support enterprise data management objectives.
  • Prepare, validate, and curate metadata for onboarding into the enterprise data catalog, ensuring enterprise data assets are accurately described and discoverable.
  • Collaborate with business stakeholders, system owners, data stewards, architects, and development teams to identify critical data assets, define metadata standards, and improve data asset visibility across the organization.
  • Recommend enhancements to data governance processes, metadata management practices, and catalog capabilities to improve enterprise data literacy, user adoption, and information sharing.
  • Maintain enterprise data definitions, data health metrics, reference data, and governance documentation to promote consistency, accuracy, and standardization across business domains.
  • Perform AI data curation activities, including identifying, classifying, organizing, and enriching enterprise data assets to improve their readiness for AI, machine learning, and advanced analytics use cases.
  • Translate complex data architectures and technical concepts into clear visualizations, presentations, and documentation tailored to technical, business, and executive audiences.
  • Provide thought leadership and subject matter expertise on enterprise data management, metadata management, data cataloging, and data modernization best practices.
Requirements

Required Skillset:

  • Bachelor's degree in Computer Science, Information Systems, Cybersecurity, or related field.
  • 8 years of experience in data architecture, data analysis, data governance, or related technical domains.
  • Expertise in data modeling and documenting enterprise systems.
  • Hands-on experience curating and enriching enterprise data assets to improve data quality, discoverability, usability, and readiness for AI, machine learning, and advanced analytics.
  • Experience collaborating with SMEs and technical teams to gather and document data requirements.
  • Hands-on experience participating in Agile teams and workflows.
  • Strong analytical, problem-solving, and documentation skills.

Desired Skillset:

  • Certifications such as DCAM, CDMP, or similar data architecture and engineering credentials.
  • Master's degree in Computer Science, Information Systems, or related field.
  • Expertise in using ER Studio for documenting logical data models.
  • Experience utilizing GitHub to execute and document project management tasks.

Security Requirements

  • Active Public Trust security clearance or the ability to successfully obtain and maintain a Public Trust.
  • U.S. Citizenship required.

Citizant offers a competitive benefits package, including:

  • Medical, dental, and vision insurance
  • 401(k)
  • Generous PTO
  • Company-paid life and disability insurance
  • Flexible Spending Accounts (FSA)
  • Employee Assistance Program (EAP)
  • Tuition Assistance & Professional Development Program

Additional information

Citizant strives to be an employer of choice in the Washington metropolitan area. Citizant associates accept challenging and rewarding work and in return receive excellent compensation and benefits, as well as the opportunity for personal and professional development.

Citizant is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status.

Salary Description
$150,000.00 - $170,000.00