Research & Due Diligence Interview Questions

Comprehensive research methodology and technical due diligence interview questions for evaluating technology, teams, and systems.

Research Methodology

Interview questions covering scientific research methods and experimental design:

  • Easy: Research problem definition, literature review, basic experimental design, hypothesis testing
  • Medium: Advanced experimental designs (between/within subjects, factorial), confounding variables, power analysis, meta-analysis, research bias, A/B testing, regression analysis, missing data, causal inference, reproducibility
  • Hard: Bayesian vs. Frequentist statistics, complex RCTs, structural equation modeling, multiple testing, time series analysis, mixed methods, ML for causal inference, survival analysis, network experiments, Bayesian hierarchical models

Technical Due Diligence

Interview questions for assessing technology stacks, teams, and technical capabilities:

  • Easy: What is tech DD, key assessment areas, code quality, technical debt, security review, scalability assessment, team evaluation, documentation, infrastructure, common red flags
  • Medium: Architecture review, data architecture, API quality, testing strategy, deployment processes, observability, IP & licensing, scalability limits, disaster recovery, team processes
  • Hard: Technical debt quantification, technology stack future-proofing, organizational capabilities, multi-region scalability, security posture, innovation vs. stability, M&A integration, AI/ML maturity, risk management, comprehensive DD reports

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