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Data Ethics Jobs in Virginia (NOW HIRING)

Guidehouse

Data Cataloging Engineer

Mclean, VA · On-site

$74K - $124K/yr

Job Family: Data Engineering & Architecture Consulting Travel Required: Up to 10% Clearance ... Ethics Hotline. If you want to check the validity of correspondence you have received, please ...

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Guidehouse

Data Cataloging Engineer

Mclean, VA · On-site

$74K - $124K/yr

Job Family: Data Engineering & Architecture Consulting Travel Required: Up to 10% Clearance ... Ethics Hotline. If you want to check the validity of correspondence you have received, please ...

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Data Ethics information

What is a data ethics?

A Data Ethics job involves ensuring that data is collected, stored, and used in a responsible, fair, and transparent manner. Professionals in this role develop guidelines, assess risks, and implement ethical policies to address issues like bias, privacy, and data misuse. They collaborate with data scientists, legal teams, and policymakers to align data practices with ethical and legal standards.

What are the key skills and qualifications needed to thrive in data ethics?

A strong background in data governance, privacy law, and ethical frameworks is critical for success in data ethics roles, often supported by degrees in data science, law, or related fields. Familiarity with data protection regulations (like GDPR or CCPA), risk assessment tools, and certifications such as CIPP or CDPSE is highly valued. Excellent communication, critical thinking, and cross-functional collaboration skills help professionals effectively advocate for ethical data practices and influence key stakeholders. These competencies ensure organizations responsibly manage data, maintain compliance, and build public trust.

What are some common challenges faced by professionals in data ethics?

Professionals in data ethics often encounter challenges such as balancing business objectives with privacy concerns, navigating evolving regulations, and identifying potential ethical risks in new technologies. They regularly collaborate with legal, compliance, IT, and product development teams to implement policies and ensure ethical data use throughout the organization. Additionally, the rapidly changing landscape of data-related laws and emerging technologies requires continuous learning and adaptability. Overcoming these challenges is essential for fostering responsible data practices and protecting both organizational and public interests.

What does a data ethicist do?

A data ethicist evaluates ethical issues related to data collection, use, and management. They develop guidelines to ensure responsible data practices, often working with data scientists and engineers to address privacy, bias, and fairness concerns in data-driven systems.

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

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

What are popular job titles related to Data Ethics jobs in Virginia?

For Data Ethics jobs in Virginia, the most frequently searched job titles are:

What job categories do people searching Data Ethics jobs in Virginia look for?

The top searched job categories for Data Ethics jobs in Virginia are:

Data Ethics jobs near you
Infographic showing various Data Ethics job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 78% Full Time, 19% Part Time, and 2% Contract. Highlights an 85% Physical, 4% Hybrid, and 11% Remote job distribution.

Data Architect, Secret Clearance

Blue Sky Innovators

Arlington, VA • On-site

$150K - $250K/yr

Full-time

Medical, Dental, Vision, Retirement

Re-posted 23 days ago

Job description

Mission Summary
This Data Architect role provides principal-level advisory and thought leadership to senior DARPA executives, including the Chief Information Security Officer (CISO) and senior ITD Staff. As a Data Architect, you will be a key strategic resource, shaping the agency's approach to cybersecurity across its most advanced and sensitive technology portfolios.
You will operate with a high degree of autonomy to provide strategic foresight, critical technical analysis, and authoritative guidance, ensuring that security is an enabler of innovation for DARPA's high-risk, high-reward programs.
The Data Architect is responsible for designing, developing, and managing enterprise data architecture to support strategic research, operations, analytics, and mission-critical decision-making. This role ensures that data systems are secure, scalable, interoperable, and aligned with national security objectives.
Key Responsibilities
  • Design and implement enterprise-level data architecture frameworks across defense systems and platforms
  • Develop data models, standards, and governance policies to ensure consistency, quality, and integrity
  • Integrate data from multiple classified and unclassified sources to support operational readiness and analysis
  • Collaborate with cybersecurity teams to ensure compliance with security protocols and data protection regulations
  • Support advanced analytics, AI/ML initiatives, and real-time data processing for research and strategic applications
  • Establish metadata management, data lineage, and master data management practices
  • Optimize data storage, retrieval, and processing for high-performance environments
  • Lead data architecture reviews and provide technical guidance to engineering and analytics teams
  • Ensure compliance with federal standards (e.g., DoD data strategy, security frameworks, interoperability requirements)
Required Qualifications
  • Bachelor's or Master's degree in Computer Science, Data Engineering, Information Systems, or related field
  • 8+ years of experience in data architecture, data engineering, or enterprise systems design
  • Experience working in defense, intelligence, or other high-security environments
  • Strong knowledge of database systems (SQL/NoSQL), data warehousing, and distributed data platforms
  • Familiarity with cloud platforms (AWS GovCloud, Azure Government, etc.)
  • Knowledge of data governance, data modeling, and architecture frameworks (e.g., TOGAF, DoDAF)
  • Active security clearance (e.g., Secret or Top Secret) or ability to obtain one
Preferred Qualifications
  • Experience with big data technologies (Hadoop, Spark, Kafka)
  • Background in AI/ML data pipelines and analytics infrastructure
  • Familiarity with geospatial, signals, or intelligence data systems
  • Certifications in cloud architecture or data management (e.g., AWS Certified Solutions Architect, DAMA-CDMP)
  • Experience with high performance computing (HPC)
  • Active TS/SCI clearance
Core Competencies
  • Strategic thinking and systems-level design
  • Strong analytical and problem-solving skills
  • Ability to operate in high-pressure, mission-critical environments
  • Excellent communication and cross-functional collaboration
  • Commitment to data security, ethics, and confidentiality
Work Environment
This position may operate in secure government facilities and requires adherence to strict information security protocols. Some travel may be required to support operations and interagency coordination.
Impact of Role
The Data Architect plays a critical role in enabling data-driven research and support operations, enhancing situational awareness, and ensuring that decision-makers have timely, accurate, and secure access to information.
Salary range for the position is $150,000 - $250,000 per year. Specific compensation will be determined by several factors including experience, education, skills, and knowledge. We also offer medical/dental/vision benefits and 401k contribution.
Blue Sky Innovators, Inc. is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to sex, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law. If you are a qualified job seeker with a disability or a disabled veteran, you have the right to request an accommodation if you are unable or limited in your ability to use or access http://www.blueskyinnovators.com as a result of your disability. To request an accommodation, please email us at careers@blueskyinnovators.com and provide your name and contact information. Please note: this is only for job seekers with disabilities requesting an accommodation.

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