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Updated weekly · Last refresh Oct 17

ByteDance Risk Analyst Interview Questions

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

28questions
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1
SQL & Data ManipulationStart here. 6 questions · ~65 min
Student Attendance SQL – Most Recent DateMedium
Practice

Find each student's latest and second-to-last class dates using PostgreSQL date aggregation and ranking.

Date FunctionsData ManipulationAggregationsByteDance
Dates After Last ClassMedium
Practice

Find each student's last class date and calculate the date 30 days later using PostgreSQL date arithmetic.

Date FunctionsJoinsAggregationsByteDance
Split Full Names into Surname and Given NameMedium
Practice

Separate Chinese student names into surname and given name using length-based string handling.

data cleaningData ManipulationCase WhenByteDance
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2
Metrics5 questions · ~54 min
Credit-Card Approval FactorsHard

Define approval and income qualification metrics, select decision factors, and balance approval growth against credit risk.

Funnel AnalysisKPIDiagnosisByteDance
Adjusting for Competitor ActionsHard

Separate competitor and hot-event effects from underlying KPI movement during a fixed analysis window.

attributionKPIdiagnostic processByteDance
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3
Behavioral & Leadership14 questions · ~152 min
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4
More topics3 questions · ~33 min
Law of Large NumbersHard

Explain why sample averages converge to the expected value as the number of independent observations increases.

DistributionsSamplingCentral Limit TheoremByteDance
Investigate Spike in Suspicious Sign-UpsHard
Recently asked

Identify the source of a suspicious ByteDance sign-up surge using funnel, cohort, channel, geography, device, and behavioral analysis.

analytical thinkingdata-drivenroot cause analysisByteDance
Precision vs Recall Trade-offsHard
Recently asked

Explain how changing a ByteDance risk model threshold affects false positives, false negatives, precision, recall, and operational risk.

Precisionstatistics fundamentalsmodelingByteDance
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