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Updated weekly · Last refresh Sep 12

Top 50 data handling Interview Questions

The most frequently asked data handling questions across all roles and companies, ranked by real interview frequency. Updated daily.

50questions
~8htotal time
111companies covered
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1
SQL & Data ManipulationStart here. 21 questions · ~200 min
7-Day Rolling Average Excluding WeekendsHard
Practice

Calculate weekday-only 7-day rolling revenue averages per product while excluding weekends and ignoring missing dates.

missing valuesDate Functionssql queryMicrosoftAmazon Web Services
Clean Missing and Corrupted DataHard
Practice
Recently asked

Identify missing and corrupted measurement records across distributed sources using PostgreSQL joins and conditional validation.

missing valuesdatabase managementdata handlingAccenture
Clean CRM Data for ReportingMedium
Practice
Recently asked

Use joins, a CTE, CASE, and COALESCE to standardize missing and inconsistent CRM data before reporting.

report preparationinconsistent datadata handlingVeeva Systems
Securing Sensitive DataHard
Practice

Return active, non-expired dataset grants while enforcing MFA and role requirements for sensitive data.

data securitydatabase managementdata managementDDelivery Hero
Efficient Session Features in BigQueryHard
Practice

Aggregate filtered transactional events into user session features for efficient large-scale analysis.

large datasetsdata handlingAggregationsbet365
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2
Coding4 questions · ~38 min
Parsing Complex JSON ResponsesHard
Practice

Recursively extract, deduplicate, normalize, and sort items from a nested Yochana Flow JSON response.

mobile developmentjson parsingdata handlingYochana
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3
Behavioral & Leadership7 questions · ~67 min
Working With Incomplete DataMedium
Recently asked

Tests judgment, adaptability, prioritization, and ownership when important information is unavailable.

Decision Makingadaptabilitydata handlingAmazonAmazon Web Services
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4
Statistics & Probability8 questions · ~76 min
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5
Machine Learning5 questions · ~48 min
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6
More topics5 questions · ~48 min
Build API Calls from CSVHard
Recently asked

Implement a batch pipeline that validates CSV records and sends idempotent API requests with retries, throttling, and failure reporting.

data pipelineAPIsBatch ProcessingSeatgeek
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