Vantor is looking to resolve key intelligence questions of mission-driven requirements by developing analytic strategies and supporting a dynamic Object-Based Intelligence (OBI) program focused on predictive analytics, structured methodologies, and semantic integration across the defense intelligence mission set.
Requirements
- Experience with structured analytic methods and designing repeatable analytic processes.
- Familiarity with semantic technologies and ontology development tools (e.g., Protégé).
- Knowledge and experience of advanced analytics and data storage.
- Knowledge of various data science applications and architectures.
- Experience with Python.
- Ability to synthesize abstract concepts into actionable intelligence products.
- Experience applying predictive analytics to strategic intelligence problems across multiple domains.
Responsibilities
- Deconstruct complex and ambiguous intelligence questions to recommend structured analytic methodologies tailored to mission requirements.
- Evaluate and adapt existing analytic models, algorithms, and frameworks to improve objectivity, completeness, and predictive value of intelligence production.
- Design, develop, and maintain domain-specific ontologies to enable semantic representation of data inputs, facilitating integration of data sources and interoperability with internal and external OMSs.
- Design, develop, and maintain knowledge graphs leveraging domain-specific ontologies to support advance data querying, data visualization, and integration of intelligence function via OBI standards.
- Apply semantic web standards (e.g., RDF, OWL, SPARQL) to knowledge model entities, relationships, and vocabularies in accordance with industry and government data standards.
- Establish processes for ontology version control, change management, stakeholder and governance review to ensure accuracy, consistency, and compliance with IC and DoD policies and standards.
- Collaborate with team members to enhance semantic data retrieval and reasoning across knowledge graphs through development and optimization of data queries via multiple protocols (e.g., GraphQL, SPARQL, SHACL, SQL).
Other
- Must be a U.S. Person, defined as a U.S. citizen, permanent resident, Asylee, or Refugee.
- Must have an active TS/SCI with CI poly.
- 12 years of experience and an advanced degree.
- Excellent oral and written communication skills with an ability to tailor to technical and non-technical audiences.
- Ability to lead multi-disciplinary teams to complete complex data science projects.
