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, predictive algorithms, and data analysis tools 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, data mining, knowledge engineering, algorithm design, predictive modeling, experimental design, hypotheses validation, database querying (SQL), Python, R, JavaScript, Graph Theory, Network Analysis
Preferred skills
Productization of ML algorithms, Databricks Intelligence Platform, CompTIA Security+ certification
Responsibilities
Perform knowledge elicitation from subject matter experts to derive algorithms; Analyze large data sets to identify actionable insights; Design and deploy deep learning algorithms and predictive models; Develop custom data models and algorithms; Assess effectiveness of new data sources; Develop processes to monitor model performance; Interpret and communicate results to non-technical customers
Seniority
Senior, hands-on IC