skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
1,233 skills.open_roles · 0.9% skills.of_panel · Median $120,000/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=1,233, skills.as_of_short 2026-10-18 · skills.geo_answer_method

1,233
skills.stat_open_roles
0.9%
skills.stat_share
skills.of_panel
403
skills.stat_rated_ranges
$120,000
skills.stat_median
P25 $87,500 · P75 $157,500

skills.by_family_title

skills.by_family_caption

Engineering67.8% (836)Other9.0% (111)Design6.2% (76)Consulting5.4% (66)Operations4.8% (59)Skilled Trades4.2% (52)Data & ML1.2% (15)Sales0.5% (6)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 836 67.8%
Other 111 9.0%
Design 76 6.2%
Consulting 66 5.4%
Operations 59 4.8%
Skilled Trades 52 4.2%
Data & ML 15 1.2%
Sales 6 0.5%
People & HR 4 0.3%
Support 4 0.3%
Finance 2 0.2%
Product 2 0.2%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 746 60.5%
Canada 62 5.0%
Mexico 59 4.8%
France 32 2.6%
United Kingdom 25 2.0%
SA 23 1.9%
PH 19 1.5%
Greece 18 1.5%
India 17 1.4%
Portugal 17 1.4%
Germany 16 1.3%
United Arab Emirates 14 1.1%
Switzerland 13 1.1%
Spain 13 1.1%
Brazil 12 1.0%
EG 8 0.6%
Netherlands 7 0.6%
Poland 7 0.6%
China 6 0.5%
UA 6 0.5%
Austria 5 0.4%
Australia 5 0.4%
Ireland 5 0.4%
Lithuania 5 0.4%
Romania 5 0.4%
Taiwan 5 0.4%
Bulgaria 3 0.2%
PE 3 0.2%
AR 2 0.2%
Hungary 2 0.2%
MY 2 0.2%
Belgium 1 0.1%
CR 1 0.1%
Italy 1 0.1%
Japan 1 0.1%
KE 1 0.1%
Latvia 1 0.1%
New Zealand 1 0.1%
Singapore 1 0.1%
TR 1 0.1%
VN 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 →