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SpotOn: Corporate Interview Questions

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

50questions
~8htotal time
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1
CodingStart here. 6 questions · ~55 min
Binary Tree Level Order TraversalEasy
Practice

Traverse a binary tree level by level using a queue-based breadth-first search.

QueueTreesSpotOn: Corporate
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2
Metrics5 questions · ~46 min
Measure Marketing Campaign SuccessEasy

Define campaign success using business KPIs, funnel conversion, acquisition cost, and leading indicators tied to outcomes.

Funnel AnalysisKPIsLeading IndicatorsSpotOn: Corporate
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3
Execution6 questions · ~55 min
Handle Scope Creep Mid-ProjectMedium

Explain how you would manage scope creep without damaging stakeholder trust or putting delivery at risk.

Trade-offsRisk AssessmentScope ManagementSpotOn: Corporate
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4
System Design5 questions · ~46 min
Design an LLM Serving PlatformHard

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Cold StartFeature StoreModel ServingSpotOn: Corporate
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5
Generative AI & LLMs6 questions · ~55 min
Choose Between RAG and Fine-TuningEasy

Compare RAG and fine-tuning, and decide when each is the better fit for an LLM product.

SpotOn: Corporate
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6
Strategy5 questions · ~46 min
Sourcing Warm LeadsMedium
Recently asked

Tests lead sourcing tactics and how you use networks to generate qualified opportunities.

SpotOn: Corporate
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7
More topics17 questions · ~155 min
Determining A/B Test SignificanceMedium

Explain how to evaluate whether an A/B test result is statistically significant and how to interpret the result.

marketing experimentStatistical SignificanceAnalysisSpotOn: Corporate
API Layer for POS to Cloud SyncHard

Tests your ability to design reliable APIs for data synchronization across edge devices and cloud systems.

data integrationrest apisCloudSpotOn: Corporate
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Identify Funnel Bottlenecks in OnboardingHard
Practice
Practice drill

Use joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.

Funnel AnalysissqlDiagnosisAtlassianRevolut
Rank Top Failing Consent WorkflowsMedium
Practice
Practice drill

Rank the five highest-failure Wakemed MyChart consent workflows for specified patient segments using joins, aggregation, and a CTE.

User Segmentssql queryWakemed
Conversion Rate by User SegmentMedium
Practice
Practice drill

Calculate Amazon DSP conversion rates by user segment using a left join, conditional aggregation, and date filtering.

User SegmentsConversion Ratesql queryAmazon DSP
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.