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The Home Depot

Sr. Decision Analyst, Experimentation

The Home Depot

Atlanta, GA · Senior

Listed on The Home Depot’s own careers site. You apply with them directly — we never stand between you and the employer.

What this role is

This role leads the design and deployment of A/B testing and experimentation analytics at Home Depot, working with business teams across merchandising, finance, and supply chain to translate complex statistical analyses into actionable insights. It suits experienced data analysts with strong statistical foundations who want to elevate testing capabilities and drive strategic decisions through rigorous experimentation design.

Our summary, not The Home Depot’s wording. The full posting is on their site.

What they ask for

Required

  • 5+ years of experience in data mining, statistical analysis, auditing, or forecasting
  • Bachelor's degree in a quantitative field or equivalent
  • Prior experience scaling A/B testing platforms
  • Understanding of statistics, central limit theorem, and hypothesis testing
  • Proficiency with SQL and at least one of Python or R
  • Ability to create dashboards and reports using analytics tools
  • Strong communication skills to translate analyses into actionable insights

Nice to have

  • Master's degree in Statistics, Analytics, Computer Science, or related field
  • 6+ years of relevant work experience
  • Expertise with z-test, t-test, chi-squared testing, and ANOVA
  • Experience with non-parametric testing and bootstrap methods
  • Familiarity with SAS, Teradata, or Oracle
  • Knowledge of Excel and PowerPoint
  • Experience building KPI frameworks with business stakeholders
  • Track record translating complex results for executive audiences

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