skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
47 skills.open_roles · 0.0% skills.of_panel · Median $220,300/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=47, skills.as_of_short 2026-10-18 · skills.geo_answer_method

47
skills.stat_open_roles
0.0%
skills.stat_share
skills.of_panel
10
skills.stat_rated_ranges
$220,300
skills.stat_median
P25 $164,500 · P75 $260,050

skills.by_family_title

skills.by_family_caption

Engineering44.7% (21)Data & ML38.3% (18)Consulting12.8% (6)Other4.3% (2)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 21 44.7%
Data & ML 18 38.3%
Consulting 6 12.8%
Other 2 4.3%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 13 27.7%
Brazil 5 10.6%
Poland 5 10.6%
India 4 8.5%
Singapore 3 6.4%
Canada 2 4.3%
France 2 4.3%
United Kingdom 2 4.3%
Netherlands 2 4.3%
Germany 1 2.1%
Spain 1 2.1%
MA 1 2.1%
Portugal 1 2.1%
SA 1 2.1%

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 →