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Machine Learning Engineer Security Clearance
Job in
Herndon, Fairfax County, Virginia, 20170, USA
Listed on 2026-05-29
Listing for:
Prism, Inc.
Full Time
position Listed on 2026-05-29
Job specializations:
-
IT/Tech
Data Engineer
Job Description & How to Apply Below
ABOUT PRISM PRISM is devoted to modernization and innovation within the world of technology, security, and IT enterprise solutions. We are recognized for meeting performance requirements and exceeding customer expectations since 1994. Our culture is founded on relationships, opportunity, and success. Offering comprehensive benefit plans including medical, dental, vision, and 401K along with our people - first approach sustains our reputation as a premier employer.
PRISM is seeking a Machine Learning Engineer to lead data integration and skills intelligence development for a government sponsor. The ideal candidate will focus on building a centralized skills and competencies repository by cleaning, transforming, and migrating data from diverse HR and talent systems. You will develop automated ETL pipelines to extract skills data from performance reviews and open sources while ensuring strict PII compliance and secure storage.
KEY RESPONSIBILITIES:
Conduct gap analysis on datasets (current vs. needed state) and develop action plans Perform data cleansing, transformation, and migration planning Compare and map datasets across multiple HR and internal systems Build and maintain a skills inventory database (jobs, competencies, KSAs, proficiency levels) Develop automated processes to extract skills data (e.g., from performance reviews, onboarding data, open sources) Ensure PII compliance and secure, access-controlled data storage Support system integration, including ML/AI tools and chatbot capabilities Evaluate data impacts of system restructuring and external integrations Create documentation, SOPs, reports, and risk tracking artifacts
REQUIRED QUALIFICATIONS:
(SKILLS/EDUCATION): BS degree with 8+ years of demonstrable experience. Databases (SQL/No
SQL), ETL pipelines, and data APIs Programming:
Python, Java, Scala Machine Learning / AI tools and analytics platforms Cloud: AWS analytics services, Hadoop ecosystem Data visualization and reporting
Collaboration:
Work closely with engineers, DBAs, HR teams, SMEs, and project managers to align data, systems, and skill frameworks. DESIRED
QUALIFICATIONS:
Experience with using and creating Tableau visualizations.
Experience with using and creating work spaces in Bluescape. Experience working with data services in the Sponsor's cloud environment. Experience using SharePoint, and adding and integrating content. Knowledge of Agile Project Management Methodology. REQUIRED SECURITY CLEARANCE:
Active Top Secret/SCI with Full Scope Poly PRISM is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status, or any other protected class.
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