RCT Systems

Machine Learning Engineer - $200K – $275K

RCT Systems  •  $200k - $275k/yr  •  Herndon, VA (Onsite)  •  9 days ago
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Job Description

This role focuses on data analysis, integration, and skills intelligence development for a government sponsor. The engineer will help clean, transform, and migrate data, while building a centralized skills and competencies repository that integrates with HR and talent systems.

Core 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 Skills
  • Databases (SQL/NoSQL), 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
  • TS/SCI with Polygraph
  • Collaboration: Work closely with engineers, DBAs, HR teams, SMEs, and project managers to align data, systems, and skill frameworks.

Preferred Skills
  • Tableau, Bluescape
  • Sponsor-specific cloud/HR systems
  • SharePoint integration
  • Agile methodology

RCT Systems offers:
  • Competitive benefits package (medical, dental, vision, life insurance)
  • Immediate 401k vesting
  • Generous PTO and flexible schedules
  • $500.00 annual technology allowance
RCT Systems is committed and proud to be an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regards to race, color, religion, sex (to include pregnancy and related conditions, sexual orientation, and gender identity), national origin, disability, veteran status, or any other federally protected class.
RCT Systems

About RCT Systems

For over 35 years, RCT Systems has been an innovative leader – engineering cutting-edge end-to-end solutions for the Department of Defense, civil application and commercial industries.

• Power Systems Division designs, builds, and integrates products and technologies in the areas of power electronics, hybrid/electric vehicles, renewable energy, motors/generators, and power systems architectures. Power Systems is principally engaged in providing research, design, development, manufacture, integration and sustainment of advanced technology systems, and products

• Mission Systems Division staff offer a rich history and extensive experience in providing information technology (IT) solutions that support the national security requirements of the U.S. intelligence community, the Department of Defense and other federal government agencies. RCT’s Mission Systems Division capabilities include design and development of vital mission applications, IT infrastructure engineering, critical cyber security solutions, and the integration of advanced technology solutions to meet the crucial challenges of our customers.

• ISR Systems Division provides support to the Intelligence, Surveillance, and Reconnaissance community, particularly for SOA architectures operating in widely distributed global environments.

Industry
Aviation & Aerospace
Company Size
51-200 employees
Headquarters
Baltimore, Maryland
Year Founded
Unknown
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