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Aces Group Interview Questions

The questions to prepare for Aces Group interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
Behavioral & LeadershipStart here. 5 questions · ~40 min
Balancing Competing Stakeholder RequestsMedium

Tests prioritization under pressure across stakeholders, with emphasis on trade-off judgment, influence, and clear communication.

Stakeholder ManagementCommunicationOwnershipAces Group
Thriving in a Hybrid Research TeamEasy

Tests effectiveness in remote or hybrid work, with emphasis on communication, self-management, and stakeholder alignment.

Stakeholder ManagementCommunicationDealing With AmbiguityAces Group
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2
More topics6 questions · ~48 min
Data Cleaning in ETL PipelinesEasy

Approach for cleaning and preparing raw data inside an ETL pipeline.

Data WranglingETLQualityAces Group
Design Analytics Dashboard for Nontechnical UsersMedium

Design an analytics dashboard that helps nontechnical users understand performance and take action without getting lost in complexity.

User SegmentsUser Needsuser-centric designAces Group
BI for Complex Stakeholder ReportingMedium

Tests your ability to build advanced BI reports and communicate results to senior stakeholders.

data visualizationstakeholder communicationreportingAces Group
Finding Trends and Driving ChangeMedium

Tests your analytical thinking and ability to translate findings into actionable operational outcomes.

Data AnalysisAces Group
SharePoint Online and Trifacta PrepMedium

Tests your practical skills in ingesting data from SharePoint Online and preparing it with Trifacta.

data preparationAces Group
Data Validation for New SourcesMedium

Tests your approach to data quality, validation, and maintaining trustworthy dashboards.

quality controldata validationAces Group

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
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
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
Clean Event Statuses for AnalysisEasy
Practice
Practice drill

Clean raw status text with TRIM and LOWER, filter unusable rows, and count usable events by cleaned status.

Data WranglingETLQualityDatabricks
The finish line: interview-readyComplete all 11 questions plus 3 hands-on drills to finish this plan.