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DeepInstinct Interview Questions

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

50questions
~7htotal time
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1
CodingStart here. 10 questions · ~88 min
Longest Substring Without RepeatsMedium
Practice

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

Hash TablesStringsTwo PointersDeepInstinct
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2
Strategy4 questions · ~35 min
Staying Current for Strategic PositioningEasy

Explain a structured approach to tracking market trends, competitors, and customer signals to position solutions effectively.

Competitive AnalysisGo-to-MarketGrowth StrategyDeepInstinct
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3
Product Sense6 questions · ~53 min
Gather Client Feedback EffectivelyEasy

Approach for collecting client feedback in a structured way and turning it into clear product insights.

User ResearchUser NeedsPain PointsDeepInstinct
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4
Execution11 questions · ~96 min
Creating User Manuals ProcessEasy

Tests your end-to-end process for producing accurate, usable technical manuals.

RoadmappingScope ManagementDeepInstinct
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5
System Design3 questions · ~26 min
Agent Events to Priority NotificationsHard

Tests system design skills for event ingestion, prioritization, delivery guarantees, and operational reliability.

Feature StoreModel ServingRecommendation SystemsDeepInstinct
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6
Metrics3 questions · ~26 min
Client Retention StrategiesMedium

Tests your approach to retention, customer success thinking, and long-term account management.

KPIsRetentionChurnDeepInstinct
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7
More topics13 questions · ~114 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityDeepInstinct
Process vs Thread DifferencesEasy

Assesses your foundational OS understanding of processes and threads.

processesDeepInstinct
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Daily Session Funnel Conversion RatesHard
Practice
Practice drill

Calculate daily session-level funnel conversion rates using CTEs, CASE WHEN, and date functions.

User NeedsData WranglingAggregations
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
Contact Center Agent Performance MetricsHard
Practice
Practice drill

Compute daily agent call KPIs and SLA using joins, aggregations, and window ranking in a contact center model.

ETLAggregationsData ModelingADP
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.