Interactive Reporting and User Experience Questions
Design dashboards with appropriate interactivity: filters, drill-downs, tooltips, and bookmarks. Balance flexibility with simplicity; avoid analysis paralysis from too many filters. Understand how to guide users toward insights through progressive disclosure.
MediumTechnical
0 practiced
Conditional formatting and alerts can help surface anomalies but also cause 'alarm fatigue'. Propose UX rules and implementation strategies for conditional formatting that minimizes false alarms, supports user trust, and remains actionable when used across many visuals.
HardTechnical
0 practiced
You need to migrate thousands of dashboards from a legacy BI tool (e.g., Qlik) to Looker while preserving interactivity semantics like bookmarks, drill-through, and parameterized filters. Outline a migration plan including discovery, mapping of features, automated conversion steps, testing, and stakeholder validation.
HardTechnical
0 practiced
As a BI lead, define a design system and reusable component library for interactive reporting across the company. Describe tokens, components (filters, chart wrappers, table, breadcrumb, modal), accessibility requirements, documentation, versioning strategy, and governance model to keep the system consistent.
HardTechnical
0 practiced
How would you design multi-tenant access control for interactive dashboards so that tenants cannot see one another's data, filters respect tenant isolation, and performance is preserved (e.g., caching is safe to share)? Discuss row-level security, column masking, query routing, and caching strategies.
HardTechnical
0 practiced
Propose an algorithmic approach for generating dynamic filter suggestions (smart defaults) for a user opening a dashboard. Include offline and online signals you would use, model choice (rule-based, collaborative filtering, or supervised), freshness requirements, and privacy considerations for per-user personalization.
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