Top 9
Prep plan
Updated weekly · Last refresh Sep 22

Aviva Data Scientist Interview Questions

The questions to prepare for a Aviva Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
Machine LearningStart here. 3 questions · ~24 min
Discussing Past ML ProjectsMedium

Tests your ability to communicate ML work, including methods used and outcomes achieved.

Aviva
Explaining Random Forest LogicMedium

Evaluates understanding of ensemble learning and how random forests make predictions.

logicAviva
Interpreting Model Output and AlternativesMedium

Evaluates model interpretation skills and your ability to iterate with alternative modeling options.

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2
Behavioral & Leadership4 questions · ~32 min
Explaining Technical Concepts SimplyEasy

Tests communication and customer education through a concrete example of simplifying a technical concept for a non-technical audience.

CommunicationOwnershipAviva
Overcoming Past ChallengesMedium

Evaluates problem-solving, ownership, and measurable impact in past work.

challengesAviva
What You Know About AvivaEasy

Assesses company knowledge and motivation for the Data Scientist role at Aviva.

company knowledgeAviva
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3
More topics2 questions · ~16 min
Using Databricks for Data WorkMedium

Assesses practical experience using Databricks for data manipulation and workflows.

databricksAviva
Selection Bias and Its ImpactMedium

Assesses ability to reason about bias and its effect on statistical inference and ML performance.

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 9 questions plus 3 hands-on drills to finish this plan.