skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
846 skills.open_roles · 0.6% skills.of_panel · Median $115,000/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=846, skills.as_of_short 2026-10-18 · skills.geo_answer_method

846
skills.stat_open_roles
0.6%
skills.stat_share
skills.of_panel
309
skills.stat_rated_ranges
$115,000
skills.stat_median
P25 $66,677 · P75 $174,000

skills.by_family_title

skills.by_family_caption

Sales62.6% (530)Marketing19.6% (166)Other6.5% (55)Data & ML3.2% (27)Consulting1.9% (16)Engineering1.7% (14)Product1.2% (10)Design0.9% (8)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Sales 530 62.6%
Marketing 166 19.6%
Other 55 6.5%
Data & ML 27 3.2%
Consulting 16 1.9%
Engineering 14 1.7%
Product 10 1.2%
Design 8 0.9%
Operations 7 0.8%
Support 7 0.8%
People & HR 3 0.4%
Finance 2 0.2%
Legal 1 0.1%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 365 43.1%
United Kingdom 82 9.7%
Germany 49 5.8%
Canada 25 3.0%
India 23 2.7%
PH 23 2.7%
SA 19 2.2%
Australia 14 1.7%
MY 14 1.7%
Spain 13 1.5%
Mexico 13 1.5%
France 12 1.4%
EG 11 1.3%
Japan 10 1.2%
Portugal 10 1.2%
Singapore 10 1.2%
United Arab Emirates 9 1.1%
South Korea 9 1.1%
China 8 0.9%
Poland 7 0.8%
ZA 7 0.8%
Ireland 6 0.7%
Italy 6 0.7%
ID 5 0.6%
Brazil 4 0.5%
NG 4 0.5%
Netherlands 4 0.5%
TH 4 0.5%
Hungary 3 0.4%
TR 3 0.4%
Bulgaria 2 0.2%
Greece 2 0.2%
Sweden 2 0.2%
AR 1 0.1%
Belgium 1 0.1%
Switzerland 1 0.1%
CR 1 0.1%
Czechia 1 0.1%
Denmark 1 0.1%
Hong Kong 1 0.1%
UA 1 0.1%

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 →