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Excel Modeling and Analysis Questions

Focused evaluation of advanced spreadsheet skills and model design using Excel. This covers building robust formulas and complex functions, data analysis tools such as pivot tables and aggregation functions, filtering and lookup techniques, creating dynamic models with scenario tables and sensitivity analyses, and producing clear data visualizations. It emphasizes model organization and best practices including separating inputs and assumptions from calculations and outputs, consistent cell referencing, documenting assumptions and logic, error checking and validation, avoiding unintended circular references, and designing flexibility for changes to assumptions. Interviewers may ask for examples of models built, walk through of design decisions, and discussion of testing and maintenance approaches.

EasyTechnical
98 practiced
Given a transactional table with a Date column and sales amounts, describe step-by-step how to create a PivotTable that shows monthly sales for the last 12 months, grouped by month and year, and how to add a slicer for product category. Mention any data preparation required to ensure accurate grouping.
HardTechnical
109 practiced
Outline a high-level plan and the key VBA routines you would implement to automate running 100+ scenarios across multiple assumption cells, capturing key output metrics to a results sheet. Include error handling, logging, a progress indicator, and notes on maintainability and alternatives such as Office Scripts or Power Query.
MediumTechnical
57 practiced
Describe a typical Power Query ETL flow you would use to prepare monthly sales transaction data for modeling. Include steps such as importing from source, type detection, removing duplicates, handling nulls, splitting and unpivoting columns, merging lookup tables for product metadata, and loading the cleaned table into the model or data model.
HardTechnical
62 practiced
Design an Excel consolidation approach to translate monthly P&L from subsidiaries that report in different functional currencies into a corporate currency using a monthly FX rate table. Explain how you will structure the FX rate table, perform translations, compute translation gain or loss, keep rates updatable, and model a simple hedging strategy to demonstrate sensitivity to FX movements.
MediumTechnical
66 practiced
Describe how you would build an executive dashboard in Excel that updates when users change slicers or timeline controls. Include the data model design, the use of PivotTables and PivotCharts, how to connect multiple charts to the same slicer, and techniques for ensuring charts and KPIs respond correctly to filtered selections.

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