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Who uses
what?

Browse data and analytics tool adoption. Click any tool for a mini intel dashboard with sample companies, confidence, and export links.

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Layoff counts are cited from source links on each tool drilldown page (for transparency and verification).

Headcount trend is a separate signal (growth or contraction) sourced from public company profile trends.

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Search and drill into adoption signals.

This is the free index. Every tool separates software-vendor workforce health from customer/company stress signals.

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BI & Visualization

6 tools
Tableau
2,341 companies 8,000 vendor layoffs 21,000 customer layoffs -0.3% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Power BI
1,892 companies 10,000 vendor layoffs 0 customer layoffs 5.8% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Looker
723 companies 12,000 vendor layoffs 0 customer layoffs 2.7% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Metabase
456 companies 0 vendor layoffs 0 customer layoffs 0.0% headcount
Vendor health + customer workforce pressure
Open dashboard →
Qlik
389 companies 70 vendor layoffs 0 customer layoffs -2.1% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Sisense
234 companies 45 vendor layoffs 0 customer layoffs -4.1% customer headcount
Vendor health + customer workforce pressure
Open dashboard →

Data Warehouses

5 tools
Snowflake
1,234 companies 0 vendor layoffs 30 customer layoffs 6.3% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Databricks
987 companies 120 vendor layoffs 0 customer layoffs 9.8% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
BigQuery
876 companies 12,000 vendor layoffs 75 customer layoffs -3.4% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Redshift
654 companies 27,000 vendor layoffs 0 customer layoffs -2.9% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Synapse
321 companies 0 vendor layoffs 0 customer layoffs 0.0% headcount
Vendor health + customer workforce pressure
Open dashboard →

ETL & Orchestration

5 tools
dbt
856 companies 0 vendor layoffs 45 customer layoffs -5.8% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Fivetran
567 companies 0 vendor layoffs 0 customer layoffs 0.0% headcount
Vendor health + customer workforce pressure
Open dashboard →
Airbyte
432 companies 55 vendor layoffs 0 customer layoffs 3.4% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
Airflow
789 companies 0 vendor layoffs 0 customer layoffs 0.0% headcount
Vendor health + customer workforce pressure
Open dashboard →
Dagster
234 companies 0 vendor layoffs 0 customer layoffs 0.0% headcount
Vendor health + customer workforce pressure
Open dashboard →

Cloud Platforms

3 tools
AWS
3,456 companies 0 vendor layoffs 0 customer layoffs 0.0% headcount
Vendor health + customer workforce pressure
Open dashboard →
Azure
2,345 companies 10,000 vendor layoffs 0 customer layoffs 1.8% customer headcount
Vendor health + customer workforce pressure
Open dashboard →
GCP
1,234 companies 0 vendor layoffs 0 customer layoffs 0.0% headcount
Vendor health + customer workforce pressure
Open dashboard →
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