For Data and Product Analysts
Funnel analysis, cohort studies, and data-driven recommendations are PM skills. Frame your analytical work as product decision-making.
Score my resumeHow it helps
SQL, dashboards, funnel analysis, experiment design, and cohort studies are PM strengths. The scorer recognizes and credits them.
Show that your analysis led to product decisions, not just reports. The scorer identifies where to make this connection.
See exactly where you need to build PM-specific evidence: strategy, stakeholder management, owning outcomes end-to-end.
Analytics PM, growth PM, and platform PM roles value data fluency. The scorer helps you target these roles specifically.
What you will get
Frame analysis as product decision-making: what did the data tell you, and what changed because of it
Show you owned outcomes, not just measured them: decisions influenced, features shipped or killed
Highlight experiment design as PM craft: hypothesis formation, success criteria, trade-off decisions
Quantify the impact of your analytical work on product outcomes
Position dashboard and instrumentation work as PM observability and product sensing
Target analytics PM, growth PM, and platform PM roles where data fluency is a core requirement
Before and after
Analyst framing
Built dashboards tracking user engagement and retention
PM framing
Identified retention bottleneck through cohort analysis, surfaced finding to product team, informing roadmap decision that improved 30-day retention by 12%
Analyst framing
Analyzed A/B test results for product team
PM framing
Designed experiment framework for feature launches: defined success metrics, sample sizes, and decision criteria. Analysis directly informed ship/no-ship decisions for 15+ features
Analyst framing
Created weekly metrics reports for leadership
PM framing
Owned product performance measurement: defined north-star metrics, built real-time dashboards, and escalated signals that triggered 3 major product pivots
Score your resume and get specific tips on positioning your data background for PM roles.
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