skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →

skills.quotable_label

skills.quote_paid

n=877, skills.as_of_short 2026-10-18 · skills.geo_answer_method

877

skills.stat_open_roles

0.7%

skills.stat_share

skills.of_panel

404

skills.stat_rated_ranges

$169,484

skills.stat_median

P25 $118,719 · P75 $215,500

skills.by_family_title

skills.by_family_caption

skills.by_family_table

skills.job_family	skills.open_roles_col	skills.share_of_skill
Engineering	644	73.4%
Data & ML	112	12.8%
Other	28	3.2%
Sales	27	3.1%
Product	21	2.4%
Consulting	13	1.5%
Operations	13	1.5%
Support	8	0.9%
People & HR	7	0.8%
Marketing	3	0.3%
Finance	1	0.1%

skills.by_country_table

skills.country	skills.open_roles_col	skills.share_of_skill
United States	290	33.1%
India	53	6.0%
United Kingdom	51	5.8%
Canada	38	4.3%
Spain	38	4.3%
Germany	34	3.9%
Slovakia	30	3.4%
Singapore	29	3.3%
Sweden	26	3.0%
Brazil	22	2.5%
France	22	2.5%
Poland	16	1.8%
Netherlands	15	1.7%
Ireland	12	1.4%
Portugal	12	1.4%
Australia	10	1.1%
Czechia	10	1.1%
AR	9	1.0%
Greece	8	0.9%
UA	7	0.8%
Switzerland	6	0.7%
MT	6	0.7%
Belgium	5	0.6%
CO	4	0.5%
Italy	4	0.5%
Japan	4	0.5%
MA	4	0.5%
Finland	3	0.3%
Hungary	3	0.3%
South Korea	3	0.3%
Lithuania	3	0.3%
RS	3	0.3%
United Arab Emirates	2	0.2%
Bulgaria	2	0.2%
CY	2	0.2%
EG	2	0.2%
KE	2	0.2%
Taiwan	2	0.2%
China	1	0.1%
Denmark	1	0.1%
Estonia	1	0.1%
ID	1	0.1%
Mexico	1	0.1%
MY	1	0.1%
New Zealand	1	0.1%
Romania	1	0.1%
Slovenia	1	0.1%
VN	1	0.1%
ZA	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 →