Top Skills for Product Analyst in 2026
In 2026, the most in-demand skills for Product Analysts are SQL, A/B Testing, Product Analytics, Statistics, Tableau - the top 5 of 80 skills we track for this role from real job postings, updated daily. Focusing on them is the fastest path to building a portfolio employers actually want.
Last updated: June 2, 2026 - Top 5 of 80 skills tracked
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Practice projects for Product Analyst
User Retention Cohort Dashboard
Analyze user sign-up cohorts over a 6-month period using SQL to query a sample e-commerce or SaaS dataset. Calculate weekly and monthly retention rates per cohort, identify drop-off points, and visualize the results in a Tableau dashboard with cohort heatmaps and trend lines to surface actionable retention insights.
Feature Launch A/B Test Analysis & Reporting
Design and analyze a simulated A/B test for a new product feature (e.g., onboarding flow change or pricing page redesign). Use SQL to extract and segment experiment data, apply statistical significance testing (z-test/t-test), perform cohort analysis to measure long-term impact on activation and revenue, and build an executive-ready Tableau dashboard summarizing test results, confidence intervals, and a go/no-go recommendation.