skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
186 skills.open_roles · 0.1% skills.of_panel · Median $216,000/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=186, skills.as_of_short 2026-10-18 · skills.geo_answer_method

186
skills.stat_open_roles
0.1%
skills.stat_share
skills.of_panel
84
skills.stat_rated_ranges
$216,000
skills.stat_median
P25 $153,594 · P75 $260,450

skills.by_family_title

skills.by_family_caption

Data & ML47.8% (89)Engineering30.1% (56)Sales8.6% (16)Operations4.8% (9)Product3.2% (6)Support1.6% (3)Finance1.1% (2)Other1.1% (2)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Data & ML 89 47.8%
Engineering 56 30.1%
Sales 16 8.6%
Operations 9 4.8%
Product 6 3.2%
Support 3 1.6%
Finance 2 1.1%
Other 2 1.1%
People & HR 2 1.1%
Consulting 1 0.5%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 87 46.8%
Germany 29 15.6%
Canada 16 8.6%
United Kingdom 8 4.3%
Singapore 8 4.3%
Netherlands 5 2.7%
India 4 2.2%
Ireland 3 1.6%
Poland 3 1.6%
France 2 1.1%
Japan 2 1.1%
Sweden 2 1.1%
Belgium 1 0.5%
Brazil 1 0.5%
Czechia 1 0.5%
Estonia 1 0.5%
Spain 1 0.5%
Italy 1 0.5%
South Korea 1 0.5%
Norway 1 0.5%
Slovakia 1 0.5%
Taiwan 1 0.5%
VN 1 0.5%

skills.cooccur_title

skills.cooccur_caption

Python n=9,603 Excel n=9,063 SQL n=7,353 Roadmapping n=7,188 AWS n=6,225 LLM n=5,073 Agile n=4,532 CI/CD n=4,484 iOS n=4,430 Salesforce n=4,049 Azure n=3,914 Procurement n=3,909

skills.related_title

CRM n=3,908 Supply Chain n=3,883 GCP n=3,535 Kubernetes n=3,368 Negotiation n=3,231 React n=3,116 Java n=3,040 Git n=2,908 Account Management n=2,711 A/B Testing n=2,662 TypeScript n=2,597 Payroll n=2,517

skills.method_note salaries.geo_answer_method →