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Data Taxonomy Jobs in Virginia (NOW HIRING)

Data Intelligence LLC

Senior Data Architect

Mclean, VA · On-site

$68 - $91/hr

Qualifications: * 10+ years of experience in data architecture, semantic modeling, ontology/taxonomy design, and data governance. * Demonstrated ability to work independently, mentor others, and ...

Data Intelligence LLC

Senior Data Architect

Mclean, VA · On-site

$68 - $91/hr

Qualifications: * 10+ years of experience in data architecture, semantic modeling, ontology/taxonomy design, and data governance. * Demonstrated ability to work independently, mentor others, and ...

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Data Taxonomy information

What are some typical challenges faced when developing and maintaining a data taxonomy within an organization?

One common challenge when working in data taxonomy is ensuring consistency across different departments that may use varied terminology or classification standards. Data taxonomists often need to facilitate collaboration between stakeholders to agree on definitions and structures, which requires strong communication and negotiation skills. Another challenge is keeping the taxonomy up-to-date as business needs and data sources evolve, necessitating regular reviews and updates. Successfully navigating these issues helps improve data discoverability, governance, and overall business intelligence.

What is the difference between Data Taxonomy vs Data Analyst?

AspectData TaxonomyData Analyst
Primary FocusOrganizing and classifying data structuresAnalyzing data to extract insights
Skills & CertificationsData modeling, taxonomy development, data management certificationsStatistical analysis, SQL, data visualization skills
Work EnvironmentData management teams, data governance departmentsBusiness units, analytics teams
Industry UsageData governance, information architectureBusiness intelligence, reporting

Data Taxonomy involves creating structured classifications for data assets, ensuring consistency and clarity across systems. Data Analysts focus on interpreting data to support decision-making. While both roles work with data, Data Taxonomy emphasizes data organization, whereas Data Analysts analyze data for insights.

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

To thrive as a Data Taxonomist, you need a strong background in information science, data organization, and metadata management, often supported by a degree in library science, information systems, or a related field. Familiarity with taxonomy management tools, data modeling software, and standards such as SKOS or RDF is commonly required. Attention to detail, analytical thinking, and effective communication are essential soft skills for collaborating across teams and ensuring data consistency. These skills and qualifications are crucial for creating structured data frameworks that improve data discoverability, usability, and governance.
What are popular job titles related to Data Taxonomy jobs in Virginia? For Data Taxonomy jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Data Taxonomy jobs in Virginia look for? The top searched job categories for Data Taxonomy jobs in Virginia are:
What cities in Virginia are hiring for Data Taxonomy jobs? Cities in Virginia with the most Data Taxonomy job openings:
Data Taxonomy jobs near you
Infographic showing various Data Taxonomy job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 82% Full Time, 13% Part Time, and 4% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution.

Data Scientist - JIATF

CACI International, Inc.

Alexandria, VA • On-site

$94K - $198K/yr

Full-time

Medical, Retirement, PTO

Re-posted 8 days ago

Job description

Job Title: Data Scientist - JIATF
Job Category: Science
Time Type: Full time
Minimum Clearance Required to Start: Secret
Employee Type: Regular
Percentage of Travel Required: Up to 10%
Type of Travel: Local
* * *
The Opportunity:
The person in this role will Perform as a Data Scientist for a Joint Interagency Task Force that reports to the Deputy Secretary of Defense, to better align authorities and resources to rapidly deliver Joint C-sUAS capabilities to America's warfighters, defeat adversary threats, and promote sovereignty over national airspace
Responsibilities:
  • Applies expertise on multiple complex work assignments. Assignments may be broad in nature, requiring originality and innovation in determining how to accomplish tasks.
  • Operates with appreciable latitude in developing methodology and presenting solutions to problems. •
  • Contributes to deliverables and performance metrics where applicable.
  • Develop and implement most effective data taxonomy within and between authoritative data sources.
  • Analyze existing and emerging data trends for user stakeholders.
  • Provide data modeling services to support specific user requested algorithms.

Qualifications:
Required:
  • Must be a US Citizen and have a Secret security clearance
  • 4 Yr Degree in IT or similar or substitute 3 years' experience providing IT related support.
  • 2 years providing systems administration, with 1 years provide cloud systems administration. Preferably Microsoft Azure Government.

Desired:
  • 4 Yr Degree in IT or Similar and 7 years' experience providing IT related support.
    4 years providing systems administration, with 2 years providing cloud systems administration. Preferably Microsoft Azure Government.

What You Can Expect:
A culture of integrity.
At CACI, we place character and innovation at the center of everything we do. As a valued team member, you'll be part of a high-performing group dedicated to our customer's missions and driven by a higher purpose - to ensure the safety of our nation.
An environment of trust.
CACI values the unique contributions that every employee brings to our company and our customers - every day. You'll have the autonomy to take the time you need through a unique flexible time off benefit and have access to robust learning resources to make your ambitions a reality.
A focus on continuous growth.
Together, we will advance our nation's most critical missions, build on our lengthy track record of business success, and find opportunities to break new ground - in your career and in our legacy.
Pay Range:
There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives. We offer competitive compensation, benefits and learning and development opportunities. Our broad and competitive mix of benefits options is designed to support and protect employees and their families. At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits.
The proposed salary range for this position is:
$94,400 - $198,200
CACI is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, age, national origin, disability, status as a protected veteran, or any other protected characteristic.

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