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Updated weekly · Last refresh Aug 30

TikTok Risk Analyst Interview Questions

The questions to prepare for a TikTok Risk Analyst interview. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 5 questions + 3 drills · ~70 min
Optimize Slow Query on Massive DataHard
Recently asked

Tests performance troubleshooting skills including query plans, indexing, and data modeling.

Performance Tuningsql queriesTikTok
Join Tables for Device Linked AccountsMedium
Recently asked

Tests ability to use joins to connect identity signals and detect multi-account behavior.

Joinssql queriesdata integrityTikTok
Compute DAU Rate by MarketMedium
Recently asked

Tests understanding of DAU computation and market segmentation in SQL.

Metricssql queriesuser engagementTikTok
Basic Joins and Window FunctionsMedium
Practice
Practice drill

Join TikTok Shop tables, calculate creator GMV, and rank creators within each product category using ROW_NUMBER().

Window FunctionsJoinssqlTikTok
Calculate 30-Day User RetentionHard
Practice
Practice drill

Use CTEs, joins, and date filtering to calculate 30-day retention by signup cohort from login and feature usage data.

Window FunctionsDate FunctionsAggregationsCurefitReachMobiIndeed
Detecting Multi-Device Login AnomaliesHard
Practice
Recently asked
Practice drill

Use CTEs, self-joins, and window functions to detect overlapping TikTok logins and merge session durations per user.

sqlTikTok
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2
Strategy3 questions · ~24 min
Audit New Feature for AbuseMedium
Recently asked

Tests risk assessment fundamentals and ability to identify early abuse vectors.

auditfeature evaluationRisk AssessmentTikTok
Design Mass-Follow Fake Account DetectionHard
Recently asked

Tests risk strategy and system thinking for detecting coordinated fake-account behavior.

system designRisk ManagementTikTok
Balance Enforcement and User ExperienceMedium
Recently asked

Tests judgment in setting risk thresholds and minimizing false positives while protecting users.

Decision MakingRisk Managementuser experienceTikTok

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3
Behavioral & Leadership8 questions · ~64 min
Cross-Functional Collaboration Under PressureEasy
Recently asked

Tests how you collaborate across functions, align stakeholders, and communicate clearly to achieve a shared outcome.

Stakeholder ManagementCommunicationLeadershipTikTok
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4
More topics1 question · ~8 min
Metrics for Anti-Fraud Policy EffectivenessMedium
Recently asked

Tests ability to define measurable outcomes and guardrails for fraud policy changes.

MetricsTikTok
The finish line: interview-readyComplete all 17 questions plus 3 hands-on drills to finish this plan.