skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
838 skills.open_roles · 0.6% skills.of_panel · Median $210,000/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=838, skills.as_of_short 2026-10-18 · skills.geo_answer_method

838
skills.stat_open_roles
0.6%
skills.stat_share
skills.of_panel
395
skills.stat_rated_ranges
$210,000
skills.stat_median
P25 $159,000 · P75 $260,000

skills.by_family_title

skills.by_family_caption

Engineering80.9% (678)Data & ML15.4% (129)Consulting1.2% (10)Other1.1% (9)Skilled Trades0.6% (5)Product0.4% (3)Operations0.2% (2)People & HR0.1% (1)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 678 80.9%
Data & ML 129 15.4%
Consulting 10 1.2%
Other 9 1.1%
Skilled Trades 5 0.6%
Product 3 0.4%
Operations 2 0.2%
People & HR 1 0.1%
Sales 1 0.1%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 403 48.1%
United Kingdom 51 6.1%
Japan 34 4.1%
Canada 31 3.7%
India 30 3.6%
Sweden 23 2.7%
France 18 2.1%
Germany 16 1.9%
Poland 15 1.8%
Netherlands 14 1.7%
Ireland 11 1.3%
South Korea 11 1.3%
Australia 8 1.0%
Spain 7 0.8%
Brazil 6 0.7%
Switzerland 6 0.7%
Romania 5 0.6%
Denmark 4 0.5%
Singapore 4 0.5%
AR 3 0.4%
China 3 0.4%
Portugal 3 0.4%
Slovakia 3 0.4%
Belgium 2 0.2%
Finland 2 0.2%
Israel 2 0.2%
New Zealand 2 0.2%
SA 2 0.2%
VN 2 0.2%
Austria 1 0.1%
Bulgaria 1 0.1%
CO 1 0.1%
EG 1 0.1%
Hong Kong 1 0.1%
Hungary 1 0.1%
Mexico 1 0.1%
Taiwan 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 →