EXECUTION & JUDGMENT
Analytics & Data Judgment
Whether you use data to change a real decision, not just to report on one -- choosing the right metric, reading it correctly, and knowing when the data is not enough to decide.
← All 16 dimensions in the competency frameworkWhat strong evidence looks like
- A specific metric or analysis, what it revealed, and a decision that changed because of it
- Acknowledges where the data was ambiguous or insufficient, and what was done about that
What weak evidence looks like
- Citing metrics that were tracked but never used to change a decision
- Treats a dashboard or report as the outcome itself
A real follow-up question
“What did the data say that surprised you, and what did you do differently because of it?”
Questions like this follow directly from what you just said, not from a fixed script -- they exist to find out whether an answer holds up, not to check a box.
Browse by career level
The evidence standard for Analytics & Data Judgment shifts with scope. Select a level to see what strong evidence looks like, what changes from the level below, and a real interview probe.
Analytics & Data Judgment at the PM levelA single feature, component, or defined product area within one team.Analytics & Data Judgment at the Senior PM levelA defined product area with real ownership of roadmap and metric accountability.Analytics & Data Judgment at the Principal PM levelCross-team or full product line scope. Often defining the boundaries rather than operating inside them.Analytics & Data Judgment at the Director levelA product area spanning multiple teams, often with PMs reporting directly.Analytics & Data Judgment at the Senior Director levelA large product portfolio or multiple product areas, often with directors reporting.Analytics & Data Judgment at the VP levelA full product line, major business unit, or portfolio with P&L accountability.Analytics & Data Judgment at the CPO levelCompany-wide product vision and strategy, as a member of the executive team.
Related dimensions in Execution & Judgment
See where you actually stand on this
A self-assessment only goes so far. The adaptive interview tests exactly this kind of evidence, in your own words, with follow-up questions built to find out whether it holds up.