314,552 interview questions from 6,000+ companies.
Tests prioritization under pressure, stakeholder management, and ownership when multiple urgent requests compete for limited time.
Tests influence without authority: aligning stakeholders through data, empathy, and ownership to drive a decision and measurable outcome.
Tests communication of complex analytics to nontechnical stakeholders, with emphasis on influence, clarity, and driving action from insights.
Tests communication and influence: can you translate technical complexity into business decisions, align stakeholders, and drive action?
Tests conflict resolution in cross-functional delivery, including communication, stakeholder alignment, and ownership of the outcome.
Tests influence without authority when data conflicts with senior judgment, including stakeholder management and clear communication.
Tests ownership and learning agility when a project slips or underdelivers, including how you manage stakeholders and adapt after failure.
Tests whether you can use analysis to change a decision, align stakeholders, and own the outcome.
Define a success metric for a new feature that captures real user value, not just raw usage.
Explain how to test whether an observed 5% conversion rate drop is statistically significant in an experiment or before-after comparison.
Design an incrementality test for a new customer marketing campaign with explicit MDE, guardrails, power, and rollout criteria.
Design an incrementality experiment for a co-branded card campaign, including lift metric, power, guardrails, and launch criteria.
Use window functions to compute median CTR per Meta ad campaign, excluding rows with zero or null impressions.
Tests ability to implement time-window calculations correctly in Pandas.
Tests analytical decomposition of funnel metrics to identify the root cause of conversion changes.
Tests motivation and alignment with Known's agency-driven data work and growth expectations.
Tests practical data cleaning decisions for robust modeling under real-world data quality issues.
Tests ability to simplify statistical concepts and tailor explanations to stakeholder needs.
Tests probability computation skills across different sampling assumptions.
Tests end-to-end analytics workflow and ability to translate drivers into actionable reporting.
23 total questions
