NeoSOFT Interview Questions
The questions to prepare for NeoSOFT interviews, across all roles. Questions from real interview reports rank first. Updated weekly.
Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.
Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.
Explain how to reduce overfitting using regularization, validation, and model selection.
Define a success metric for a new feature that captures real user value, not just raw usage.
Explain how to evaluate whether an A/B test result is statistically significant and how to interpret the result.
Explain the differences between WHERE and HAVING clauses in SQL and when to use each.
Explain what a confusion matrix shows and how to read it for precision and recall.
Explain dependency injection, why it improves testability, and where to use it in a mobile app.
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Compute top 10 customers by net sales using joins and aggregations, ordering by revenue with deterministic tie-breaking.
Gain Digital
TCS
Zest AIAggregate January 2024 campaign data by channel using GROUP BY, filtering, and ordering by total clicks.
DNV
Eversana
DiscordUse a LEFT JOIN and GROUP BY to count employees in every Auto-Owners Insurance department, including departments with zero employees.
Auto-Owners Insurance
Synchrony Financial