Exscientia Interview Questions
The questions to prepare for Exscientia interviews, across all roles. Questions from real interview reports rank first. Updated weekly.
Find the second highest distinct salary from a single table using basic PostgreSQL ordering and limiting.
ExscientiaAggregate monthly sales by product category and use LAG to calculate month-over-month changes.
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Benjamin MooreCompute daily agent call KPIs and SLA using joins, aggregations, and window ranking in a contact center model.
ADPFind two indices in an array whose values add up to a target using a hash map.
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Approach for maintaining data quality and integrity across ETL pipelines.
ExscientiaExplain how you would design a scalable application, including trade-offs, risks, stakeholder needs, and how you define success.
ExscientiaBuild a classifier for a highly imbalanced dataset and choose training and evaluation methods that surface rare positives.
ExscientiaExplain what drives strong research work and how that motivation connects to user value and product outcomes.
ExscientiaTests modeling judgment and ability to translate statistical results into research implications.
ExscientiaTests ability to triage research work based on impact, feasibility, and strategic alignment.
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