skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
542 skills.open_roles · 0.4% skills.of_panel · Median $206,000/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=542, skills.as_of_short 2026-10-18 · skills.geo_answer_method

542
skills.stat_open_roles
0.4%
skills.stat_share
skills.of_panel
216
skills.stat_rated_ranges
$206,000
skills.stat_median
P25 $140,800 · P75 $241,906

skills.by_family_title

skills.by_family_caption

Engineering82.8% (449)Data & ML14.4% (78)Other1.3% (7)Consulting0.7% (4)Product0.6% (3)Operations0.2% (1)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Engineering 449 82.8%
Data & ML 78 14.4%
Other 7 1.3%
Consulting 4 0.7%
Product 3 0.6%
Operations 1 0.2%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 166 30.6%
India 50 9.2%
Canada 42 7.7%
Japan 33 6.1%
United Kingdom 26 4.8%
Spain 15 2.8%
Brazil 14 2.6%
Singapore 13 2.4%
Germany 12 2.2%
Poland 12 2.2%
Czechia 11 2.0%
France 10 1.8%
Mexico 10 1.8%
UA 8 1.5%
AR 6 1.1%
Portugal 5 0.9%
Slovakia 5 0.9%
Greece 4 0.7%
MA 4 0.7%
Taiwan 4 0.7%
CO 3 0.6%
Netherlands 3 0.6%
United Arab Emirates 2 0.4%
Bulgaria 2 0.4%
EG 2 0.4%
MT 2 0.4%
Romania 2 0.4%
TR 2 0.4%
Australia 1 0.2%
China 1 0.2%
Estonia 1 0.2%
Finland 1 0.2%
Hungary 1 0.2%
ID 1 0.2%
Ireland 1 0.2%
Italy 1 0.2%
South Korea 1 0.2%
Lithuania 1 0.2%
SA 1 0.2%
Sweden 1 0.2%

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 →