skills.index_title

skills.page_title

skills.page_sub

skills.all_skills →
346 skills.open_roles · 0.3% skills.of_panel · Median $187,000/yr as of 2026-10-18

skills.quotable_label

skills.quote_paid

n=346, skills.as_of_short 2026-10-18 · skills.geo_answer_method

346
skills.stat_open_roles
0.3%
skills.stat_share
skills.of_panel
5
skills.stat_rated_ranges
$187,000
skills.stat_median
P25 $154,800 · P75 $195,000

skills.by_family_title

skills.by_family_caption

Operations58.4% (202)Engineering40.5% (140)Data & ML0.9% (3)Product0.3% (1)

skills.by_family_table

skills.job_family skills.open_roles_col skills.share_of_skill
Operations 202 58.4%
Engineering 140 40.5%
Data & ML 3 0.9%
Product 1 0.3%

skills.by_country_table

skills.country skills.open_roles_col skills.share_of_skill
Mexico 63 18.2%
Brazil 34 9.8%
PE 30 8.7%
AR 23 6.6%
CO 21 6.1%
CR 15 4.3%
CL 12 3.5%
UY 9 2.6%
Germany 6 1.7%
Canada 4 1.2%
PH 4 1.2%
United Kingdom 3 0.9%
India 2 0.6%
Bulgaria 1 0.3%
Switzerland 1 0.3%
EG 1 0.3%
Spain 1 0.3%
KE 1 0.3%
MT 1 0.3%
NG 1 0.3%
Poland 1 0.3%
Portugal 1 0.3%
Romania 1 0.3%
United States 1 0.3%
ZA 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 →