skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
4,411 skills.open_roles · 3.3% skills.of_panel · Median $140,000/yr Stand 2026-10-18

skills.quotable_label

skills.quote_paid

n=4,411, skills.as_of_short 2026-10-18 · skills.geo_answer_method

4,411
skills.stat_open_roles
3.3%
skills.stat_share
skills.of_panel
1,242
skills.stat_rated_ranges
$140,000
skills.stat_median
P25 $82,500 · P75 $210,000

skills.by_family_title

skills.by_family_caption

Engineering27.2% (1,199)Other15.7% (694)Sales9.6% (422)Data & ML9.4% (413)Operations9.0% (397)Consulting7.6% (337)Product3.8% (166)Finance3.2% (142)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 1,199 27.2%
Other 694 15.7%
Sales 422 9.6%
Data & ML 413 9.4%
Operations 397 9.0%
Consulting 337 7.6%
Product 166 3.8%
Finance 142 3.2%
Support 128 2.9%
Retail & Hospitality 123 2.8%
Marketing 117 2.7%
Design 98 2.2%
People & HR 66 1.5%
Skilled Trades 61 1.4%
Legal 48 1.1%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 993 22.5%
Brazil 359 8.1%
Germany 277 6.3%
Mexico 264 6.0%
Spain 260 5.9%
Canada 198 4.5%
United Kingdom 198 4.5%
Portugal 180 4.1%
India 163 3.7%
France 119 2.7%
PE 108 2.4%
Australia 93 2.1%
Lithuania 70 1.6%
Poland 55 1.2%
CO 48 1.1%
AR 45 1.0%
Japan 43 1.0%
Singapore 42 1.0%
Netherlands 41 0.9%
CL 40 0.9%
PH 38 0.9%
China 31 0.7%
Greece 31 0.7%
Ireland 31 0.7%
United Arab Emirates 24 0.5%
Italy 24 0.5%
Sweden 23 0.5%
ID 20 0.5%
Hong Kong 18 0.4%
MY 17 0.4%
VN 17 0.4%
Switzerland 15 0.3%
South Korea 14 0.3%
SA 14 0.3%
TH 14 0.3%
Austria 13 0.3%
CR 12 0.3%
Czechia 12 0.3%
Finland 11 0.2%
Taiwan 11 0.2%
Belgium 8 0.2%
EG 8 0.2%
Romania 7 0.2%
New Zealand 6 0.1%
UY 6 0.1%
ZA 6 0.1%
Bulgaria 5 0.1%
Luxembourg 5 0.1%
Denmark 4 0.1%
Israel 4 0.1%
Slovakia 4 0.1%
MT 3 0.1%
RS 3 0.1%
CY 2 0.0%
Hungary 2 0.0%
Latvia 2 0.0%
NG 2 0.0%
Norway 2 0.0%
TN 2 0.0%
TR 2 0.0%
UA 2 0.0%
Estonia 1 0.0%
QA 1 0.0%

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 Salesforce n=4,044 CRM n=3,905 Azure n=3,894 Procurement n=3,893

skills.related_title

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 Linux n=2,347

skills.method_note salaries.geo_answer_method →