Avanade Data Scientist Interview Questions
The questions to prepare for a Avanade Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Calculate the monthly spending trends for customers using window functions and joins.
AvanadeUse monthly aggregation and ROW_NUMBER to identify PA Consulting's top three revenue-generating clients each month.
PA Consulting
IDeaS - A SAS
NewWave Telecom & TechnologiesAnalyze weekly service delivery performance by team using joins, a CTE, date aggregation, and KPI calculations.
Deloitte
ReputationExplain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.
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Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.
AvanadeEstimate sample size and power for an experiment, define MDE and guardrails, and decide whether the test is worth running.
AvanadeIdentify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.
AvanadeExplain how to test whether an observed experiment lift is real using hypothesis testing, p-values, and confidence intervals.
AvanadeCompare batch and streaming data processing, including when each fits best in a pipeline.
AvanadeDesign an end-to-end product recommendation system for a large e-commerce marketplace with strict latency and freshness needs.
Avanade