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Job Description

Data Scientist - AI/ML with TS/SCI w/ Poly clearance supports embedded Defensive Cyber operations for USCYBERCOM.

Responsibilities

  • Apply statistics, machine learning, and analytic methods to answer key intelligence questions, delivering results and reusable products that add value for Intelligence Analysts.
  • Leverage machine learning to identify data features, uncover hidden patterns and trends, build and optimize classifiers, create automated anomaly detection systems, and automate process steps.
  • Evaluate statistical models to validate analyses, deploy vetted models into production in collaboration with software developers, and periodically re-evaluate models in production.
  • Curate and collect data from traditional and non-traditional sources, including extraction, transformation, integration, and loading into data stores for broad access.
  • Collaborate with Data Scientists to develop processes and tools for monitoring model performance and data accuracy.
  • Work with analysts to interpret analytic results and refine analyses as needed.
  • Communicate results and recommendations clearly to decision makers, analysts, and stakeholders.
  • Document all processes, models, and activities by developing and implementing a configuration management plan for data sets.
  • Research the latest data science tradecraft and technologies to inform approach and practices.

Requirements

  • Active TS/SCI w/ polygraph required.
  • Bachelor's degree in a relevant field and 8 years of experience; an advanced degree may be considered in lieu of years of experience.
  • 3+ years of Defensive Cyber Operations experience.
  • 3+ years of machine learning techniques and statistical model evaluation.

Technologies

  • R
  • Python
  • SQL
  • AWS
  • Big Data Platform (BDP)
  • Linux
  • Windows
  • Ubuntu
  • CentOS
  • RHEL
  • Jupyter Notebooks
  • Network Analysis Tools
  • STIGs/IAVA
  • Cisco
  • CCNA

Benefits

  • Financial Wellness
  • Work Life Harmony
  • Career Development
  • Veteran Support
  • Mind & Body
  • Health

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