skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
518 skills.open_roles · 0.4% skills.of_panel · Median $183,500/yr Stand 2026-10-18

skills.quotable_label

skills.quote_paid

n=518, skills.as_of_short 2026-10-18 · skills.geo_answer_method

518
skills.stat_open_roles
0.4%
skills.stat_share
skills.of_panel
269
skills.stat_rated_ranges
$183,500
skills.stat_median
P25 $142,500 · P75 $225,000

skills.by_family_title

skills.by_family_caption

Engineering77.2% (400)Data & ML11.0% (57)Consulting3.7% (19)Other1.5% (8)Marketing1.4% (7)Sales1.2% (6)Support1.2% (6)Design1.0% (5)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 400 77.2%
Data & ML 57 11.0%
Consulting 19 3.7%
Other 8 1.5%
Marketing 7 1.4%
Sales 6 1.2%
Support 6 1.2%
Design 5 1.0%
Product 4 0.8%
Retail & Hospitality 3 0.6%
Operations 2 0.4%
People & HR 1 0.2%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 224 43.2%
Canada 47 9.1%
United Kingdom 27 5.2%
India 27 5.2%
Ireland 18 3.5%
Brazil 16 3.1%
Poland 15 2.9%
UA 15 2.9%
Singapore 14 2.7%
Germany 10 1.9%
Australia 6 1.2%
Spain 6 1.2%
France 6 1.2%
Japan 6 1.2%
Portugal 5 1.0%
Romania 5 1.0%
AR 4 0.8%
Belgium 3 0.6%
Czechia 3 0.6%
Greece 3 0.6%
CO 2 0.4%
CR 2 0.4%
Netherlands 2 0.4%
United Arab Emirates 1 0.2%
China 1 0.2%
EG 1 0.2%
Hungary 1 0.2%
Israel 1 0.2%
Italy 1 0.2%
Luxembourg 1 0.2%
Latvia 1 0.2%
Mexico 1 0.2%
RS 1 0.2%
TH 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 →