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Goldman Sachs Interview Questions

The questions to prepare for Goldman Sachs interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 4 questions + 1 drill · ~51 min
7-Day Rolling Active UsersMedium
Practice

Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.

Window FunctionsDate FunctionsRunning TotalsGoldman Sachs
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
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2
Coding4 questions · ~41 min
Longest Substring Without RepeatsMedium
Practice
Recently asked

Find the longest substring with all unique characters using a sliding window.

Hash TablesStringsTwo PointersGoldman Sachs
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3
Metrics4 questions · ~41 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsGoldman Sachs
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4
Strategy4 questions · ~41 min
Staying Current on Industry TrendsEasy

A practical approach for tracking industry trends, competitor moves, and market changes in a way that informs strategy decisions.

EstimationCompetitive AnalysisGrowth StrategyGoldman Sachs
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5
Statistics & Probability4 questions · ~41 min
Expected Flips for Two HeadsMedium

Compute the expected waiting time to see two consecutive heads when flipping a fair coin.

DistributionsExpected ValueConditional ProbabilityGoldman Sachs
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6
Product Sense4 questions · ~41 min
Prioritize Features for a New ProductMedium

A framework for deciding which features should ship first when building a new product.

Feature PrioritizationUser Needsproduct developmentGoldman Sachs
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7
More topics26 questions · ~264 min
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchGoldman Sachs
Improve a Cross-Functional ProcessEasy

Describe how you improved a process or system by aligning stakeholders, defining success, and managing execution risks.

Success CriteriaRoadmappingScope ManagementGoldman Sachs
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.