skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
663 skills.open_roles · 0.5% skills.of_panel · 中位数 $142,000/yr 截至 2026-10-18

skills.quotable_label

skills.quote_paid

n=663, skills.as_of_short 2026-10-18 · skills.geo_answer_method

663
skills.stat_open_roles
0.5%
skills.stat_share
skills.of_panel
396
skills.stat_rated_ranges
$142,000
skills.stat_median
P25 $102,500 · P75 $181,022

skills.by_family_title

skills.by_family_caption

Finance44.2% (293)Engineering10.4% (69)Sales10.1% (67)Operations9.5% (63)Consulting8.9% (59)Other5.4% (36)Data & ML5.1% (34)Support2.7% (18)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Finance 293 44.2%
Engineering 69 10.4%
Sales 67 10.1%
Operations 63 9.5%
Consulting 59 8.9%
Other 36 5.4%
Data & ML 34 5.1%
Support 18 2.7%
Product 17 2.6%
Marketing 4 0.6%
People & HR 2 0.3%
Legal 1 0.2%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 410 61.8%
Canada 43 6.5%
India 36 5.4%
United Kingdom 34 5.1%
France 12 1.8%
Germany 10 1.5%
Ireland 5 0.8%
PH 5 0.8%
Australia 4 0.6%
Spain 4 0.6%
Latvia 4 0.6%
Mexico 4 0.6%
Portugal 4 0.6%
Bulgaria 3 0.5%
Switzerland 3 0.5%
Hungary 3 0.5%
Netherlands 3 0.5%
Sweden 3 0.5%
Singapore 3 0.5%
AR 2 0.3%
Austria 2 0.3%
China 2 0.3%
CY 2 0.3%
Italy 2 0.3%
MY 2 0.3%
Belgium 1 0.2%
Brazil 1 0.2%
CO 1 0.2%
CR 1 0.2%
Finland 1 0.2%
Greece 1 0.2%
New Zealand 1 0.2%
Poland 1 0.2%
TH 1 0.2%
Taiwan 1 0.2%
UY 1 0.2%

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 →