AI-Ready Knowledge Architect
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Job Description
AI-Ready Knowledge Architect designing and maintaining enterprise information architecture for data usage and AI. Collaborating with teams to develop data domain models and ontologies supporting governance frameworks.
Responsibilities:
- Lead the development and maintenance of the enterprise data domain model, taxonomy, and ontologies to ensure shared understanding, semantic consistency, and discoverability of data and knowledge assets.
- Design and evolve information and semantic models that make enterprise data AI‑ready, supporting use cases ranging from traditional analytics and BI to applied machine learning and LLM‑based experiences (e.g., search, retrieval‑augmented generation, and copilots).
- Operationalize data models, taxonomies, and semantic structures through the Enterprise Data Catalog (Alation).
- Define and enforce standards for data modeling, taxonomy, nomenclature, and semantic structures to ensure consistency and interoperability across business domains and downstream consumption patterns.
- Provide authoritative guidance on semantic conflicts—resolve definition discrepancies, harmonize terms, and mediate cross‑domain dependencies to establish trusted, reusable business meaning.
- Contribute to the enterprise data product framework by defining domain boundaries, shared dimensions, and semantic contracts that enable cross‑domain interoperability and AI consumption.
- Confirm and document prioritized metadata elements for key business processes, analytical use cases, and AI‑enabled workflows, ensuring alignment with governance standards and risk expectations.
- Identify simplification opportunities—reduce redundancy, converge overlapping datasets, and promote canonical sources to improve trust, efficiency, and reusability across analytics and AI platforms.
- Partner with analytics, data science, and AI engineering teams to ensure information architecture, metadata, and semantic context are sufficient to support explainable, governed, and trustworthy AI outcomes.
- Serve as a thought partner, provide insights from modeling, catalog adoption, and AI enablement to shape governance strategy and roadmaps.
Requirements:
- 10+ years of experience working with data, metadata, and reference data frameworks, including experience in metadata management and/or data quality monitoring
- Experience leading the development of enterprise business glossaries, domain models, and ontologies to enable semantic consistency, shared understanding, and AI ready data usage.
- Demonstrated experience with data management concepts including data governance, data quality, master data management, data lineage, and metadata management.
- Proven ability to establish and operationalize metadata governance functions, including policies, standards, roles, and controls.
- Demonstrated verbal and written communication skills, with strong data, metadata, and governance storytelling that drives adoption and influences stakeholders.
- Hands on experience implementing and scaling an Enterprise Data Catalog or metadata repository (Alation or equivalent), including curation workflows and adoption strategies.
- Understanding of how semantic models, metadata, and knowledge representation enable applied AI and LLM use cases, such as search, question answering, and decision support.
- Strong business acumen in relating data to business process drivers and performance management, with a value delivery mindset.
- Collaborative, team focused delivery experience that drives outcomes across enterprise data, analytics, and technology organizations.
- Strategic thinker with the ability to translate enterprise objectives into actionable plans and measurable outcomes.
- Excellent knowledge of data and metadata management principles, business analysis, and process engineering.
Benefits:
- Key has implemented an approach to employee workspaces which prioritizes in-office presence, while providing flexible options in circumstances where roles can be performed effectively in a mobile environment.
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