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Peraton · 4 months ago

Object Based Intelligence Senior Analytic Methodologist

Herndon, VA

Full-time

Onsite

Mid, Senior Level

$104K/yr - $166K/yr

6+ years exp

Peraton is a next-generation national security company that drives missions of consequence across the globe. The Senior Analytic Methodologist - Object Based Intelligence (OBI) will support the development of analytic strategies to resolve key intelligence questions, focusing on the design and maintenance of domain-specific ontologies and knowledge graphs.

Information TechnologyRobotics

No H1B

Security Clearance Required

U.S. Citizen Only

Responsibilities

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)Advanced analyticsMachine learningData integration methodologiesKnowledge graphsSemantic web standardsAnalytical toolsCollaboration skillsCommunication skillsProblem-solving skills

Required

Bachelor's Degree with a minimum of 8 years of applicable work experience; Master's Degree with a minimum of 6 years of work experience; PhD with a minimum of 3 years of work experience

Understanding of object-based intelligence (OBI) principles, workflows, and tradecraft standards

Strong analytical and critical thinking skills to interpret complex data and draw meaningful conclusions

Experience in advanced analytics, machine learning, and data integration methodologies

Familiarity with intelligence databases, software, and analytical tools

Ability to work collaboratively with users and stakeholders throughout the product lifecycle

Capacity to adapt to changing situations to prioritize tasks effectively

Excellent communication, analytical, and problem-solving skills