skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
379 skills.open_roles · 0.3% skills.of_panel · Mediana $275,000/yr em 2026-10-18

skills.quotable_label

skills.quote_paid

n=379, skills.as_of_short 2026-10-18 · skills.geo_answer_method

379
skills.stat_open_roles
0.3%
skills.stat_share
skills.of_panel
223
skills.stat_rated_ranges
$275,000
skills.stat_median
P25 $217,500 · P75 $340,200

skills.by_family_title

skills.by_family_caption

Data & ML72.8% (276)Engineering18.5% (70)Product2.1% (8)Consulting1.3% (5)Finance1.3% (5)Other1.3% (5)Operations1.1% (4)Marketing0.8% (3)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Data & ML 276 72.8%
Engineering 70 18.5%
Product 8 2.1%
Consulting 5 1.3%
Finance 5 1.3%
Other 5 1.3%
Operations 4 1.1%
Marketing 3 0.8%
Design 1 0.3%
People & HR 1 0.3%
Sales 1 0.3%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 253 66.8%
United Kingdom 21 5.5%
India 15 4.0%
Canada 10 2.6%
Japan 9 2.4%
Germany 7 1.8%
Singapore 7 1.8%
Ireland 5 1.3%
United Arab Emirates 4 1.1%
South Korea 4 1.1%
Brazil 3 0.8%
China 3 0.8%
MY 3 0.8%
Denmark 2 0.5%
Mexico 2 0.5%
QA 2 0.5%
Sweden 2 0.5%
AR 1 0.3%
Australia 1 0.3%
Switzerland 1 0.3%
Finland 1 0.3%
Italy 1 0.3%
Netherlands 1 0.3%
Poland 1 0.3%

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 →