skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
572 skills.open_roles · 0.4% skills.of_panel · Mediana $160,000/yr a fecha de 2026-10-18

skills.quotable_label

skills.quote_paid

n=572, skills.as_of_short 2026-10-18 · skills.geo_answer_method

572
skills.stat_open_roles
0.4%
skills.stat_share
skills.of_panel
218
skills.stat_rated_ranges
$160,000
skills.stat_median
P25 $137,500 · P75 $199,500

skills.by_family_title

skills.by_family_caption

Engineering78.0% (446)Data & ML9.6% (55)Consulting8.2% (47)Other3.1% (18)Operations0.7% (4)Support0.3% (2)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 446 78.0%
Data & ML 55 9.6%
Consulting 47 8.2%
Other 18 3.1%
Operations 4 0.7%
Support 2 0.3%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 224 39.2%
India 41 7.2%
Singapore 32 5.6%
Canada 25 4.4%
France 24 4.2%
Slovakia 24 4.2%
United Kingdom 21 3.7%
Spain 20 3.5%
Germany 11 1.9%
Poland 11 1.9%
Ireland 10 1.7%
Portugal 10 1.7%
Greece 8 1.4%
Australia 7 1.2%
Belgium 6 1.0%
United Arab Emirates 4 0.7%
Brazil 4 0.7%
Switzerland 3 0.5%
Hungary 3 0.5%
MT 3 0.5%
Mexico 3 0.5%
AR 2 0.3%
CR 2 0.3%
Israel 2 0.3%
Japan 2 0.3%
Luxembourg 2 0.3%
MY 2 0.3%
UA 2 0.3%
CL 1 0.2%
China 1 0.2%
CO 1 0.2%
Czechia 1 0.2%
Estonia 1 0.2%
EG 1 0.2%
ID 1 0.2%
South Korea 1 0.2%
Lithuania 1 0.2%
Netherlands 1 0.2%
Norway 1 0.2%
RS 1 0.2%
SA 1 0.2%
Sweden 1 0.2%
Slovenia 1 0.2%
TH 1 0.2%

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 →