skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
289 skills.open_roles · 0.2% skills.of_panel · Median $82,500/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=289, skills.as_of_short 2026-10-18 · skills.geo_answer_method

289
skills.stat_open_roles
0.2%
skills.stat_share
skills.of_panel
113
skills.stat_rated_ranges
$82,500
skills.stat_median
P25 $33,759 · P75 $151,533

skills.by_family_title

skills.by_family_caption

Marketing52.2% (151)Other12.8% (37)Sales11.8% (34)Data & ML9.3% (27)Consulting4.8% (14)Engineering4.2% (12)People & HR1.4% (4)Product1.4% (4)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Marketing 151 52.2%
Other 37 12.8%
Sales 34 11.8%
Data & ML 27 9.3%
Consulting 14 4.8%
Engineering 12 4.2%
People & HR 4 1.4%
Product 4 1.4%
Design 3 1.0%
Operations 3 1.0%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 69 23.9%
Spain 28 9.7%
Germany 23 8.0%
PH 16 5.5%
Canada 13 4.5%
India 12 4.2%
EG 10 3.5%
United Kingdom 8 2.8%
Portugal 8 2.8%
Australia 7 2.4%
UA 7 2.4%
France 6 2.1%
Brazil 5 1.7%
Singapore 5 1.7%
CR 3 1.0%
SA 3 1.0%
ZA 3 1.0%
United Arab Emirates 2 0.7%
Greece 2 0.7%
Ireland 2 0.7%
Italy 2 0.7%
Japan 2 0.7%
South Korea 2 0.7%
Netherlands 2 0.7%
PE 2 0.7%
Romania 2 0.7%
AR 1 0.3%
Belgium 1 0.3%
Denmark 1 0.3%
Finland 1 0.3%
ID 1 0.3%
Lithuania 1 0.3%
Mexico 1 0.3%
MY 1 0.3%
New Zealand 1 0.3%
Poland 1 0.3%
RS 1 0.3%
Sweden 1 0.3%
TH 1 0.3%
Taiwan 1 0.3%

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 →