ResponsibilitiesPeraton Labs is seeking a knowledge base engineer who specializes in designing and managing version-controlled knowledge bases with ontologies, mission briefings, and configurations that scope a generative AI-powered analytical platform's capabilities to specific programs or domains. This role develops automated knowledge base generation capabilities and refines ontology structures based on usage patterns and user feedback.
Key Responsibilities
- Design knowledge base templates for different programs
- Develop automated knowledge base generation from program data
- Refine ontology structures based on analytical usage patterns and user feedback
- Build knowledge base lifecycle management: creation, versioning, merging, archival
- Implement knowledge base quality metrics and optimization recommendations
- Develop cross-knowledge base search and comparison capabilities for portfolio-level analysis
- Create onboarding workflows that guide knowledge base setup
- Collaborate with Knowledge Graph Engineers on knowledge base-to-knowledge graph integration
Qualifications
Required Qualifications
- Minimum of 5+ years of experience with a Bachelor's degree, 3+ years with a Master's or a PhD in Computer Science, Information Science, or related field
- Hands-on experience in knowledge management, information architecture, or ontology engineering
- Strong Python proficiency
- Experience with knowledge base design and management
- Understanding of RAG (retrieval-augmented generation) architectures and their optimization
- Familiarity with version control systems and configuration management
- Experience with document classification and taxonomy design
- Strong analytical and organizational skills
- US Citizenship with the ability to obtain/maintain a Secret clearance
Preferred Qualifications
- Familiarity with semantic web technologies (RDF, OWL, SPARQL)
- Experience with vector search optimization and embedding model selection
- Knowledge of information governance and access control patterns
Target Salary Range$104,000 - $166,000. This represents the typical salary range for this position. Salary is determined by various factors, including but not limited to, the scope and responsibilities of the position, the individual’s experience, education, knowledge, skills, and competencies, as well as geographic location and business and contract considerations. Depending on the position, employees may be eligible for overtime, shift differential, and a discretionary bonus in addition to base pay.
