skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
59 skills.open_roles · 0.0% skills.of_panel · Median $156,700/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=59, skills.as_of_short 2026-10-18 · skills.geo_answer_method

59
skills.stat_open_roles
0.0%
skills.stat_share
skills.of_panel
37
skills.stat_rated_ranges
$156,700
skills.stat_median
P25 $130,644 · P75 $205,000

skills.by_family_title

skills.by_family_caption

Data & ML84.7% (50)Engineering11.9% (7)Legal1.7% (1)Product1.7% (1)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Data & ML 50 84.7%
Engineering 7 11.9%
Legal 1 1.7%
Product 1 1.7%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
United States 28 47.5%
Canada 11 18.6%
United Kingdom 3 5.1%
Sweden 2 3.4%
Singapore 2 3.4%
Bulgaria 1 1.7%
Brazil 1 1.7%
Czechia 1 1.7%
Germany 1 1.7%
EG 1 1.7%
Greece 1 1.7%
India 1 1.7%
Lithuania 1 1.7%
Netherlands 1 1.7%

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 →