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Peraton · 1 month ago

Expert Analytic Methodologist - Object Based Intelligence

Herndon, VA

Full-time

Onsite

Senior Level, Lead/Staff

$135K/yr - $216K/yr

20+ years exp

Peraton is a next-generation national security company that drives missions of consequence spanning the globe. They are seeking an Expert Analytic Methodologist - Object Based Intelligence to support the development of analytic strategies for military intelligence programs, focusing on transforming data science environments for decision-making.

Information TechnologyRobotics

No H1B

Security Clearance Required

U.S. Citizen Only

Responsibilities

Work with ambiguous information, deconstruct key questions, suggest methodologies, develop data schema to structured observations, and support visualization of applicable data

Identify and evaluate a wide range of existing methods, models, and algorithms

Identify retrieve, manipulate, relate, and / or exploit structured data sets from all available sources

Utilize scripts and visual analytic modeling tools and Standard Operating Procedures (SOPs) for repeatable, widely applicable implementation

Implement combined empirical or quantitative methods with data analysis for intelligence production

Evaluate the capabilities and limitations of analytic methodologies

Design, develop, and maintain domain-specific ontologies to enable semantic representation of data inputs

Facilitate the integration of data sources and interoperability

Design, develop, and maintain knowledge graphs leveraging domain-specific ontologies

Support advanced data querying, data visualization, and integration of intelligence functions via OBI standards

Apply semantic web standards (e.g. RDF, OWL, SPARQL) to knowledge model entities, relationships, and vocabulary in accordance with industry and government data standards

Establish processes for ontology version control, change management, stakeholder and governance review

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)

Collaborate with team members to validate and refine exploratory efforts to automate ontologies and associated components

Ensure semantic accuracy, relevance, and interoperability with existing knowledge modeling and knowledge graph capabilities

Collaborate with team members to evaluate effectiveness of exploratory efforts to automate ontology and associated component generation leveraging qualitative and quantitative metrics

Support capability development by contributing, editing, and storing ontologies and knowledge models in Government owned/controlled source version control repositories

Qualification

Object-Based Intelligence (OBI)Quantitative research methodsAdvanced analyticsMachine learningData integration methodologiesAnalytical toolsKnowledge graphsSemantic web standardsCritical thinkingCommunication skillsProblem-solving skillsCollaboration skills