skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
669 skills.open_roles · 0.5% skills.of_panel · Median $45,760/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=669, skills.as_of_short 2026-10-18 · skills.geo_answer_method

669
skills.stat_open_roles
0.5%
skills.stat_share
skills.of_panel
259
skills.stat_rated_ranges
$45,760
skills.stat_median
P25 $43,680 · P75 $67,087

skills.by_family_title

skills.by_family_caption

Other49.3% (330)Operations11.5% (77)Engineering10.2% (68)Consulting6.4% (43)Skilled Trades5.8% (39)Sales3.0% (20)Data & ML2.7% (18)Support2.5% (17)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Other 330 49.3%
Operations 77 11.5%
Engineering 68 10.2%
Consulting 43 6.4%
Skilled Trades 39 5.8%
Sales 20 3.0%
Data & ML 18 2.7%
Support 17 2.5%
Finance 15 2.2%
Product 14 2.1%
People & HR 12 1.8%
Retail & Hospitality 11 1.6%
Marketing 4 0.6%
Legal 1 0.1%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 315 47.1%
United Kingdom 154 23.0%
Canada 63 9.4%
Australia 34 5.1%
Ireland 29 4.3%
New Zealand 12 1.8%
Portugal 6 0.9%
Greece 5 0.7%
United Arab Emirates 3 0.4%
Czechia 2 0.3%
Germany 2 0.3%
France 2 0.3%
India 2 0.3%
Netherlands 2 0.3%
TH 2 0.3%
Belgium 1 0.1%
Estonia 1 0.1%
Croatia 1 0.1%
Italy 1 0.1%
KE 1 0.1%
Mexico 1 0.1%
MY 1 0.1%
QA 1 0.1%
SA 1 0.1%
Singapore 1 0.1%
UA 1 0.1%

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 →