skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
80 skills.open_roles · 0.1% skills.of_panel · Median $47,825/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=80, skills.as_of_short 2026-10-18 · skills.geo_answer_method

80
skills.stat_open_roles
0.1%
skills.stat_share
skills.of_panel
2
skills.stat_rated_ranges
$47,825
skills.stat_median
P25 $47,825 · P75 $131,773

skills.by_family_title

skills.by_family_caption

Finance63.8% (51)Other17.5% (14)People & HR8.8% (7)Consulting2.5% (2)Engineering2.5% (2)Data & ML1.2% (1)Legal1.2% (1)Product1.2% (1)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Finance 51 63.8%
Other 14 17.5%
People & HR 7 8.8%
Consulting 2 2.5%
Engineering 2 2.5%
Data & ML 1 1.2%
Legal 1 1.2%
Product 1 1.2%
Sales 1 1.2%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
Germany 37 46.2%

skills.cooccur_title

skills.cooccur_caption

Python n=9,603 Excel n=9,063 SQL n=7,353 Roadmapping n=7,188 AWS n=6,225 LLM n=5,073 Agile n=4,532 CI/CD n=4,484 iOS n=4,430 Salesforce n=4,049 Azure n=3,914 Procurement n=3,909

skills.related_title

CRM n=3,908 Supply Chain n=3,883 GCP n=3,535 Kubernetes n=3,368 Negotiation n=3,231 React n=3,116 Java n=3,040 Git n=2,908 Account Management n=2,711 A/B Testing n=2,662 TypeScript n=2,597 Payroll n=2,517

skills.method_note salaries.geo_answer_method →