ECS

Data Scientist – Data Mapping & Architecture Support

ECS  •  $120k - $130k/yr  •  Virginia (Remote)  •  17 days ago
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Job Description

ECS is seeking a Data Scientist to work remotely.

This role bridges data science and data architecture. The person will map data sources and relationships, build and maintain a company-wide data dictionary, and support the Enterprise Architect in applying policy, standards, and business logic to the overall data framework.

Key Responsibilities

  1. Data Mapping
  2. Identify, trace, and document how data flows across systems — from source to destination — including transformations, dependencies, and ownership.
  3. Data Dictionary Development
  4. Build and maintain a comprehensive data dictionary defining every field, its meaning, format, source, and business context, so teams have one consistent reference.
  5. Architecture Support
  6. Work closely with the Enterprise Architect to translate data mapping and dictionary findings into the technical architecture, ensuring data models reflect real business logic and policy requirements.
  7. Data Quality & Standards
  8. Analyze data for consistency, accuracy, and completeness. Flag gaps or conflicts between systems and recommend standardization.
  9. Business Logic Validation
  10. Partner with business stakeholders (HR, Finance, Operations, etc.) to confirm that documented business rules match how data is actually defined and used.
  11. Governance Collaboration
  12. Support data governance efforts by aligning the data dictionary and mapping work with company policy, compliance needs, and access control requirements.
  13. Documentation & Reporting
  14. Create clear, maintainable documentation (data lineage diagrams, dictionary entries, mapping reports) that both technical and non-technical teams can use.

Salary Range: $120,000 - $130,000

General Description of Benefits

Qualifications

  • Experience with data mapping and data lineage tools and techniques
  • Strong skills in building and maintaining a data dictionary or metadata repository
  • Solid understanding of data modeling concepts (entities, relationships, schemas)
  • Proficiency in SQL and at least one programming language (Python preferred)
  • Experience working with large, multi-source datasets (databases, APIs, flat files, etc.)
  • Ability to interpret business logic and policy and translate it into clear data definitions
  • Strong attention to detail and documentation skills

Desired Skills

  • Experience working alongside Enterprise Architects or data governance teams
  • Familiarity with Databricks, Delta Lake, or similar data platforms
  • Exposure to data governance frameworks (DAMA-DMBOK) or metadata management tools (Collibra, Alation, etc.)
  • Background in HR, employee, or other sensitive/regulated data domains
  • Experience with data visualization tools (Power BI, Tableau) to present mapping findings

#EverforthECS1

ECS Federal LLC is an equal opportunity employer and does not discriminate or allow discrimination on the basis any characteristic protected by law. All qualified applicants will receive consideration for employment without regard to disability, status as a protected veteran or any other status protected by applicable federal, state, or local jurisdiction law.

Everforth ECS is the federal segment of Everforth, a $4B global organization with over 10,000 employees. Our nearly 3,500 professionals deliver advanced technology solutions in data and AI, cybersecurity, and enterprise transformation, serving defense, intelligence, and federal civilian agencies.

Our work powers mission-critical outcomes, strengthens technology partnerships, and creates meaningful opportunities for our people. We are defined by a commitment to excellence in delivery, a culture of innovation, and an environment where talent can thrive and grow.

We value:

  • Attracting and developing top talent and high-performing teams
  • Fostering a culture that is engaging, accountable, and mission-driven

Meet the challenge. Make a difference with Everforth ECS!

ECS

About ECS

ECS is a fast-growing 4,000-person, $1.2B provider of advanced technology solutions for federal civilian, defense, intelligence, and commercial customers. We tackle complex client challenges with smart, scalable solutions in data and AI, cybersecurity, and digital transformation. Our collective work empowers customers’ missions, strengthens our partners, inspires our employees, and grows our company.

To achieve our purpose — to tackle the missions that matter most and create a lasting impact on our customers, employees, and community — we are committed to excellence in growth, customer delivery, technology innovation, and employee engagement.  

We believe in:

• Attracting, developing, and retaining top talent

• Building high-performing teams

• Creating an engaging employee environment

• Acting with social responsibility

• Having a positive impact on our community

Our core values: Excellence, Drive, Grit, and Community. We keep these values at the heart of all we do. We’re looking for driven individuals who want to solve meaningful challenges and help shape the future of national security and public service. If you’re ready to make a difference, you’ll find your team here.

Industry
IT & Software
Company Size
1,001-5,000 employees
Headquarters
Fairfax, VA
Year Founded
1993
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