AIG Interview Questions
The questions to prepare for AIG interviews, across all roles. Questions from real interview reports rank first. Updated weekly.
Approach for maintaining data quality and integrity across ETL pipelines.
AIGExplain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.
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Explain how you handle team conflict while keeping delivery on track and maintaining trust across stakeholders.
AIGExplain how you use SQL analysis to build dashboards, choose visuals, and communicate insights to stakeholders.
AIGAggregate monthly sales by product category and use LAG to calculate month-over-month changes.
Total Wine & More
Inc.
Benjamin MooreUse joins, CTEs, and row ranking to resolve conflicting customer profile values across ACME House systems.
Ramsey Solutions
ACME HouseClean inconsistent expense records with CTEs, joins, CASE logic, and aggregation to summarize valid spend by department.
University of Colorado DenverInvestigate why one customer segment drives most churn and what actions to take.
AIGApproach for allocating a constrained marketing budget across channels and objectives using ROI, trade-offs, and prioritization.
AIGExplain how to design and evaluate an A/B test for a product feature, including metrics, MDE, sample size, and guardrails.
AIGExplain common machine learning evaluation metrics and when each is useful.
AIG