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Updated weekly · Last refresh Sep 22

TikTok Strategy & Data Analyst Interview Questions

The questions to prepare for a TikTok Strategy & Data Analyst interview. Questions from real interview reports rank first. Updated daily.

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1
Product SenseStart here. 7 questions · ~64 min
Understanding TikTok E-commerce MetricsMedium

Explain why you want the e-commerce data analyst team and define the metrics used to evaluate e-commerce performance.

product analysisMetricsbusiness valueTikTok
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2
SQL & Data Manipulation5 questions · ~46 min
SQL Top 10% Creators by EngagementMedium
Practice
Recently asked

Rank TikTok creators by 30-day engagement and return the top 10% using aggregation and window functions.

Date Functionssql queryData AnalysisTikTok
SQL: Top Categories by GMV ConcentrationHard
Practice
Recently asked

Use PostgreSQL CTEs and window functions to find categories with 60% of annual GMV in two consecutive months.

product analysissql queryTikTok
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3
Strategy7 questions · ~64 min
Framework for Entering TikTok ShopHard
Recently asked

Build a structured framework to evaluate whether and how TikTok Shop should enter a new market.

market entryCompetitive AnalysisGo-to-MarketTikTok
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4
A/B Testing & Experimentation3 questions · ~27 min
Design TikTok Shop A/B TestHard
Recently asked

Design a TikTok Shop A/B test with explicit conversion MDE, guardrails, power, randomization, and a defensible ship decision.

experiment designMDEGuardrail MetricsTikTok
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5
Metrics3 questions · ~27 min
Health Metrics for E-commerce PromotionHard
Recently asked

Select a KPI hierarchy for evaluating promotion reach, conversion, economics, customer value, and operational health.

Conversion Ratemetric selectionkpi hierarchyTikTok
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6
Execution5 questions · ~46 min
Define Success in Ambiguous ProjectsHard
Recently asked

Explain how you created clarity and measurable success criteria while executing a project with significant ambiguity.

delivery managementClaritysuccess metricsTikTok
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7
More topics13 questions · ~119 min
Logistic Regression vs Decision TreeHard
Recently asked

Explain when logistic regression is preferable to a decision tree, considering interpretability, assumptions, nonlinearities, and overfitting.

Classificationmodel selectionBiasTikTok
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The finish line: interview-readyComplete all 43 questions to finish this plan.