skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
247 skills.open_roles · 0.2% skills.of_panel · Median $185,000/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=247, skills.as_of_short 2026-10-18 · skills.geo_answer_method

247
skills.stat_open_roles
0.2%
skills.stat_share
skills.of_panel
126
skills.stat_rated_ranges
$185,000
skills.stat_median
P25 $137,500 · P75 $220,500

skills.by_family_title

skills.by_family_caption

Engineering91.5% (226)Data & ML5.7% (14)Other0.8% (2)Product0.8% (2)Consulting0.4% (1)Design0.4% (1)Retail & Hospitality0.4% (1)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 226 91.5%
Data & ML 14 5.7%
Other 2 0.8%
Product 2 0.8%
Consulting 1 0.4%
Design 1 0.4%
Retail & Hospitality 1 0.4%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 102 41.3%
France 18 7.3%
Canada 16 6.5%
Poland 11 4.5%
Singapore 11 4.5%
Germany 10 4.0%
India 8 3.2%
United Kingdom 5 2.0%
AR 4 1.6%
Brazil 4 1.6%
Italy 3 1.2%
Portugal 3 1.2%
United Arab Emirates 2 0.8%
Austria 2 0.8%
Bulgaria 2 0.8%
CO 2 0.8%
CY 2 0.8%
Spain 2 0.8%
Ireland 2 0.8%
Mexico 2 0.8%
Netherlands 2 0.8%
Sweden 2 0.8%
Denmark 1 0.4%
Finland 1 0.4%
Greece 1 0.4%
Hong Kong 1 0.4%
Lithuania 1 0.4%
Latvia 1 0.4%
RS 1 0.4%
UA 1 0.4%
ZA 1 0.4%

skills.cooccur_title

skills.cooccur_caption

Python n=9,587 Excel n=9,003 SQL n=7,324 Roadmapping n=7,151 AWS n=6,210 LLM n=5,045 Agile n=4,513 CI/CD n=4,455 iOS n=4,411 Salesforce n=4,044 CRM n=3,905 Azure n=3,894

skills.related_title

Procurement n=3,893 Supply Chain n=3,812 GCP n=3,515 Kubernetes n=3,343 Negotiation n=3,223 React n=3,097 Java n=3,014 Git n=2,902 Account Management n=2,710 A/B Testing n=2,658 TypeScript n=2,591 Payroll n=2,517

skills.method_note salaries.geo_answer_method →