AI Library & Resource Curation Specialist
An AI Library & Resource Curation Specialist designs, maintains, and evolves knowledge ecosystems that accelerate AI adoption by o…
Skill Guide
Information architecture and taxonomy design is the discipline of organizing, labeling, and structuring content and data to support usability, findability, and system scalability.
Scenario
A local bakery has a website with a messy menu: 'Our Story', 'Menu', 'Contact', 'Blog', 'Specials', 'Gallery', 'Order Online'. Users complain they can't find the weekly specials.
Scenario
An online retailer selling outdoor gear (hiking boots, jackets, tents) needs a taxonomy that allows users to filter products by multiple attributes (e.g., brand, size, price, activity type, waterproof rating).
Scenario
A multinational corporation is migrating 500,000+ legacy documents from a decentralized SharePoint environment to a new unified Digital Workplace platform. The content is poorly tagged, inconsistently structured, and owned by dozens of departments.
Apply these foundational frameworks during the discovery and design phases. Use LATCH to brainstorm organizing principles. Conduct content audits to assess the current state. Use card sorting to derive user-centric structures and tree testing to validate navigation paths before development.
Use Optimal Workshop for quantitative validation of IA with users. Use Miro for collaborative synthesis of research. Spreadsheets are essential for managing controlled vocabularies and mapping relationships. Dedicated taxonomy software is used at an enterprise level for maintaining complex, polyhierarchical taxonomies with governance workflows.
Answer Strategy
Use a framework of discovery, synthesis, and validation. Sample Answer: 'I start with separate stakeholder interviews and task analysis for each department to understand their primary goals and pain points. I then synthesize these needs to identify commonalities and conflicts-like how 'product documentation' is defined by each. I propose a polyhierarchical taxonomy that allows content to be accessed by multiple paths (e.g., by product, by document type, by project phase). I validate the proposed structure with a closed card sort representing all user groups and refine based on feedback.'
Answer Strategy
This tests post-mortem analysis and a process-oriented mindset. The root cause is often a lack of user research or poor governance. Sample Answer: 'In a previous e-commerce project, the category taxonomy was designed by the merchandising team alone, based on their supply chain, not user search behavior. This led to high bounce rates. The root cause was skipping user research. I would have conducted a combination of analytics review (top search queries) and open card sorting with target customers to build a user-centric primary navigation, with the internal supply chain structure serving as a backend metadata layer for internal users.'
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