BI & Analytics
Dashboards, reporting, product analytics, and data visualization.
- Tools in the catalog
- 8
- Parser key
bi_analytics, one of the eleven keys the scoring parser files tools under- Definition
- Glossary entry
What this function does
BI tools turn the warehouse or the CRM into dashboards the business reads every week: pipeline, conversion, bookings, retention.
A dashboard is only as good as the definitions under it. Reporting work starts with agreeing what a number means, then charting it.
The tools
Listed alphabetically. Inclusion is not an endorsement or a rank.
- Amplitude
- Looker
- Metabase
- Mixpanel
- Mode
- Power BI
- Sisense
- Tableau
What job descriptions ask for
Postings ask for dashboards, forecasting views, funnel analysis, and the metric definitions behind them.
How it shows up in the scores
Maps to the bi_analytics parser key. Reporting work is the analytics skill category; on its own it is a focused role, beside admin, engineering, and strategy it is part of an overloaded one.
Every tool a posting names adds to its tool count, but the Franken-Stack score is not a tool count. It is a model judgment of how disconnected the stack is, with a written rationale. Read the bands or see how scored postings read today.
How often does BI & Analytics appear in scored postings? The record counts tools per posting but does not yet store which category each tool falls in, so this page does not say, and does not rank the tools above.