skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
81 skills.open_roles · 0.1% skills.of_panel · Median $187,500/yr Stand 2026-10-18

skills.quotable_label

skills.quote_paid

n=81, skills.as_of_short 2026-10-18 · skills.geo_answer_method

81
skills.stat_open_roles
0.1%
skills.stat_share
skills.of_panel
40
skills.stat_rated_ranges
$187,500
skills.stat_median
P25 $137,705 · P75 $243,000

skills.by_family_title

skills.by_family_caption

Data & ML79.0% (64)Engineering16.0% (13)Sales2.5% (2)Consulting1.2% (1)Product1.2% (1)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Data & ML 64 79.0%
Engineering 13 16.0%
Sales 2 2.5%
Consulting 1 1.2%
Product 1 1.2%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 42 51.9%
Germany 5 6.2%
Canada 4 4.9%
Brazil 3 3.7%
France 3 3.7%
United Kingdom 3 3.7%
Bulgaria 2 2.5%
India 2 2.5%
Japan 2 2.5%
Sweden 2 2.5%
Australia 1 1.2%
CL 1 1.2%
Czechia 1 1.2%
Greece 1 1.2%
Israel 1 1.2%
Italy 1 1.2%
Lithuania 1 1.2%
Netherlands 1 1.2%
PH 1 1.2%

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 →