Data Scientist - AI/ML (TS/SCI w/ Poly)
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