Support the Army G-6 with advanced semantic modeling, ontology development, and quantitative data analysis to optimize mission operations and improve decision-making.
Requirements
- Proficiency in statistical computer languages (Python, R, SQL) for data manipulation and analysis.
- Experience working with and creating data architectures, including semantic/ontology-driven frameworks.
- Knowledge of machine learning techniques (clustering, regression, neural networks, decision trees) and their real-world applications.
- Familiarity with semantic technologies and tools: RDF, OWL, SHACL, Protégé.
- Experience with graph databases and query languages: Neo4j, JanusGraph, SPARQL, Cypher.
- Hands-on experience with ETL processes and distributed data/computing tools (Hadoop, Spark, Hive, NiFi).
- Strong skills in data visualization (Tableau, Power BI, Matplotlib, Seaborn, ggplot).
Responsibilities
- Design and develop semantic models and ontologies using OWL, RDF, and SHACL to represent complex mission concepts.
- Build, query, and maintain knowledge graphs (Neo4j, JanusGraph, Vantage, ADVANA) to capture relationships among entities.
- Mine and analyze structured/unstructured datasets to identify trends, correlations, and mission-relevant insights.
- Develop predictive models, simulations, and algorithms to support operational decision-making.
- Perform ETL processes to integrate and validate data from multiple Army and enterprise sources.
- Visualize and present findings to stakeholders using dashboards, reports, and knowledge graph queries.
- Coordinate with cross-functional and joint teams to implement models and monitor outcomes.
Other
- Work with Army stakeholders to identify opportunities for leveraging data to drive operational and strategic solutions.
- 5–7 years of experience manipulating datasets, building statistical models, and applying advanced analytics.
- Active Top Secret-level security clearance.
- Excellent written and verbal communication for coordination across Army, joint, and interagency teams.
- Strong problem-solving skills with an emphasis on mission-focused data science.
