Top 22
Prep plan
Updated weekly · Last refresh Aug 30

Akima Data Analyst Interview Questions

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

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~3htotal time
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1
Statistics & ProbabilityStart here. 3 questions · ~25 min
Explaining Confidence IntervalsEasy

Explain what a confidence interval means and how to communicate it to a non-technical stakeholder.

Confidence IntervalsHypothesis TestingCommunicationAkima
Outlier Investigation ApproachMedium

Tests your approach to detecting, validating, and explaining outliers in business data.

RegressionCorrelationVarianceAkima
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2
Pipelines7 questions · ~57 min
Real-Time Dashboard Pipeline DesignHard

Approach for building near-real-time dashboard pipelines with streaming, orchestration, and data quality controls.

Stream ProcessingSchedulingDependenciesAkima
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAkima
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3
SQL & Data Manipulation6 questions + 3 drills · ~79 min
Structured vs Unstructured Data BasicsEasy

Explain how structured and unstructured data differ in format, storage, and how easily they can be queried with SQL.

Data WranglingETLAkima
Handling Missing Values in SQLEasy

Explain how to detect and handle NULL values in SQL using filtering, COALESCE, CASE, and business-aware imputation.

Data WranglingETLCase WhenAkima
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
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
Handle Missing Financial Input ValuesMedium
Practice
Practice drill

Use joins, CTEs, and CASE logic to flag and fill missing financial fields for Qlik planning records.

Data WranglingETLQualityQlik
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4
Metrics6 questions · ~49 min
Testing KPI Change SignificanceMedium

Tests your statistical reasoning for distinguishing signal from random variation.

KPIsStatistical SignificanceDiagnosisAkima
Root Cause for Metric DropsHard

Tests your structured problem-solving for diagnosing sudden performance declines.

Funnel AnalysisLeading IndicatorsDiagnosisAkima
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The finish line: interview-readyComplete all 22 questions plus 3 hands-on drills to finish this plan.