Architecture Operations Specialists: Structured Data for Post-Training Evaluation

Accountabilities:: Participate in a remote video interview focused on how architecture firms transform unstructured operational data into structured evaluations and usable formats. Walk through your day-to-day data management processes, including workflows related to post-training evaluations and internal architectural data. Explain the tools, systems, methodologies, and practices your team uses to organize, manage, and structure operational information. Review hypothetical data-structuring scenarios and provide practical feedback on their efficiency, usability, and potential workflow improvements. Share relevant professional experience and real-world perspectives on the challenges involved in managing messy or specialized architectural data. Requirements: Professional experience managing data operations, workflows, or related processes within an architecture firm. Hands-on experience transforming unstructured or messy operational data into structured formats, evaluations, or usable datasets. Familiarity with post-training evaluations, internal data management, and operational workflows within an architectural environment. Experience as an operations specialist, data manager, BIM manager, technical architect, or internal workflow specialist is relevant to the study. Ability to clearly explain technical and operational workflows and discuss the tools and methodologies used by your team. Comfortable participating in a remote video interview and sharing practical insights about professional processes and experiences. Benefits: $100 per hour for participation in the paid research interview. Fully remote participation through a video interview. Opportunity to contribute professional expertise and practical insights to research focused on architectural data workflows. Flexible research format centered on your existing professional experience and day-to-day practices. Opportunity to discuss emerging approaches to structured data, evaluation workflows, and post-training data management.