Senior Data Scientist (Security Clearance Required)
Core
Develop machine learning and deep learning models to analyze cyber-attack patterns, vulnerabilities, and hostile actor operations for US network defense.
Role type
Senior IC data scientist (cyber analytics)
Builds
Production ML models and predictive algorithms for federal cyber security programs
Domain
Cyber security / National defense
Deliverable
production ML models
Required skills
Machine learning, deep learning, natural language processing, statistical data analysis, knowledge engineering, graph theory, network analysis, experimental design, database querying (SQL), Python, R, JavaScript
Preferred skills
Productization of ML algorithms, Databricks Intelligence Platform, CompTIA Security+ certification
Technologies
Python, JavaScript, R, SQL, Databricks Intelligence Platform
Responsibilities
Perform knowledge elicitation from subject matter experts to derive algorithms; Analyze large data sets to identify actionable insights with statistical rigor; Design and deploy deep learning algorithms and predictive models; Develop custom data models and algorithms for specific data sets; Assess effectiveness and accuracy of new data sources and gathering techniques; Develop processes and tools to monitor model performance and data accuracy; Interpret and communicate results to non-technical customers
Seniority
Senior, hands-on IC
