skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
320 skills.open_roles · 0.2% skills.of_panel · Median $152,500/yr Stand 2026-10-18

skills.quotable_label

skills.quote_paid

n=320, skills.as_of_short 2026-10-18 · skills.geo_answer_method

320
skills.stat_open_roles
0.2%
skills.stat_share
skills.of_panel
26
skills.stat_rated_ranges
$152,500
skills.stat_median
P25 $128,014 · P75 $186,500

skills.by_family_title

skills.by_family_caption

Engineering93.8% (300)Data & ML5.9% (19)Consulting0.3% (1)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 300 93.8%
Data & ML 19 5.9%
Consulting 1 0.3%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
Mexico 43 13.4%
Brazil 26 8.1%
United States 26 8.1%
PE 20 6.2%
India 19 5.9%
AR 15 4.7%
CO 14 4.4%
France 13 4.1%
CR 10 3.1%
CL 8 2.5%
UY 7 2.2%
United Kingdom 6 1.9%
Singapore 6 1.9%
Canada 4 1.2%
Bulgaria 3 0.9%
Germany 2 0.6%
Spain 2 0.6%
Greece 2 0.6%
Lithuania 2 0.6%
RS 2 0.6%
United Arab Emirates 1 0.3%
Austria 1 0.3%
Switzerland 1 0.3%
China 1 0.3%
EG 1 0.3%
Hungary 1 0.3%
Netherlands 1 0.3%
Poland 1 0.3%
UA 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 →