Ontology Specialist - Coverage Intelligence

YOUR ROLE

As the Ontology Lead on the Coverage Intelligence team, you own the formal knowledge model that our AI systems use to understand insurance coverage inside the Digital Exchange, powered by DeX ai. You’ll take an ontology framework already in use and evolve it into a governed, scalable model that engineers can build on and agents can reason against consistently and explainably. You set the standard for how insurance knowledge is represented, working closely with our coverage specialist, who brings deep coverage and legal expertise, and with the AI and data engineers who carry the model into production. This role suits someone who has built and governed ontologies in a complex, language-heavy domain, ideally legal or insurance, and who enjoys making expert knowledge precise.

WHAT YOU'LL DO

• Take ownership of our existing coverage ontology and evolve it into a governed, scalable model of concepts, relationships, taxonomies and rules.
• Serve as the authority on the model of record, making final decisions on what concepts mean and how they relate, in partnership with the engineers who implement it.
• Partner with coverage experts to capture how policies are read and interpreted, and represent that knowledge accurately and consistently.
• Establish governance for the ontology as a living asset, including versioning, change control and quality standards.
• Work with data and AI engineers to carry the ontology into schemas, data contracts and agent reasoning, keeping the product aligned with the model of record.
• Align the model with existing enterprise data dictionaries and industry standards so that concepts stay consistent across products.
• Measure the model’s quality by how well it supports accurate extraction, classification and coverage analysis, and refine it based on evidence.
• Extend the model as new lines of business, document types and use cases are added, from standard forms to non-standard and bespoke wording.
• Help the wider team understand and use the ontology, so knowledge does not depend on one person.
• Other duties and responsibilities as assigned.

Requirements

SKILLS AND QUALIFICATIONS

• Bachelor’s or Master’s degree in Computer Science, Information Science, Linguistics or a related field, or equivalent experience.
• 5+ years’ experience designing and maintaining ontologies, taxonomies or knowledge graphs in production, not just at launch.
• Strong command of knowledge representation, from formal standards (OWL, RDF, SKOS, SHACL) to schema-based models (JSON Schema, typed data models) and property graphs, and the judgment to choose between them.
• Experience eliciting knowledge from subject matter experts and translating it into precise, testable structure.
• Experience governing a model over time, including versioning, change management and backward compatibility.
• Comfortable working hands-on with data models and schemas alongside engineers.
• Excellent written and verbal communication skills, with the ability to explain modeling decisions to experts and engineers alike.
• Works autonomously with minimal direction, sets a clear path through ambiguity, and holds a high bar for quality.
• Thrives on the energy of a start up: comfortable with pace, changing priorities, and building the function while running it.
• Experience designing knowledge models consumed by LLM or AI systems, such as grounding, retrieval and schema-constrained output (strongly preferred).
• Understanding of legal or insurance concepts, such as contract structure, coverage grants, exclusions, conditions and endorsements (strongly preferred).
• Experience with legal, insurance or financial ontologies, e.g., FIBO, ACORD (preferred).
• Python (preferred).

Additional information

Bold Penguin is the premier digital broker for commercial insurance. Their technology expands top-of-funnel demand and increases yield for enterprise partners. Through digital distribution, wholesale capabilities, and AI-driven insights, they transform the lifecycle of both simple and complex risks, from prospecting to placement.

Benefits

• Medical, Dental, and Vision
• Flexible PTO Policy
• 401(k) with a company match
• Employee Assistance Program
• Parental Leave
• Disability and Life Benefits​