skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
2,003 skills.open_roles · 1.5% skills.of_panel · Median $129,000/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=2,003, skills.as_of_short 2026-10-18 · skills.geo_answer_method

2,003
skills.stat_open_roles
1.5%
skills.stat_share
skills.of_panel
450
skills.stat_rated_ranges
$129,000
skills.stat_median
P25 $83,497 · P75 $166,500

skills.by_family_title

skills.by_family_caption

Consulting25.0% (501)Engineering19.1% (382)Operations14.9% (299)Finance12.2% (245)Other10.3% (206)Sales5.2% (105)Data & ML4.7% (95)Support2.6% (52)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Consulting 501 25.0%
Engineering 382 19.1%
Operations 299 14.9%
Finance 245 12.2%
Other 206 10.3%
Sales 105 5.2%
Data & ML 95 4.7%
Support 52 2.6%
People & HR 37 1.8%
Skilled Trades 34 1.7%
Product 30 1.5%
Marketing 7 0.3%
Legal 5 0.2%
Retail & Hospitality 3 0.1%
Design 2 0.1%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 559 27.9%
Germany 282 14.1%
France 198 9.9%
India 113 5.6%
Canada 71 3.5%
United Kingdom 56 2.8%
Mexico 50 2.5%
Spain 49 2.4%
Poland 45 2.2%
Brazil 36 1.8%
SA 34 1.7%
Netherlands 29 1.4%
Portugal 29 1.4%
Greece 25 1.2%
Austria 24 1.2%
United Arab Emirates 20 1.0%
Australia 19 0.9%
Switzerland 19 0.9%
Slovakia 16 0.8%
PH 15 0.7%
UA 15 0.7%
Belgium 14 0.7%
Hungary 14 0.7%
Romania 12 0.6%
Luxembourg 11 0.5%
EG 10 0.5%
Bulgaria 9 0.4%
MY 8 0.4%
CO 7 0.3%
Italy 7 0.3%
New Zealand 7 0.3%
TH 7 0.3%
China 6 0.3%
Czechia 6 0.3%
Denmark 6 0.3%
ID 6 0.3%
Ireland 6 0.3%
Japan 6 0.3%
MA 6 0.3%
Sweden 5 0.2%
NG 4 0.2%
South Korea 3 0.1%
PE 3 0.1%
Singapore 3 0.1%
AR 2 0.1%
CL 2 0.1%
CR 2 0.1%
CY 2 0.1%
Hong Kong 2 0.1%
TR 2 0.1%
Taiwan 2 0.1%
VN 2 0.1%
ZA 2 0.1%
Finland 1 0.0%
Latvia 1 0.0%
MT 1 0.0%
Norway 1 0.0%

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 →