skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=501, skills.as_of_short 2026-10-18 · skills.geo_answer_method
501
skills.stat_open_roles
0.4%
skills.stat_share
214
skills.stat_rated_ranges
$213,750
skills.stat_median
skills.by_family_title
skills.by_family_caption
skills.by_family_table
| skills.job_family | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| Engineering | 252 | 50.3% |
| Data & ML | 146 | 29.1% |
| Consulting | 80 | 16.0% |
| Other | 9 | 1.8% |
| Sales | 4 | 0.8% |
| Operations | 3 | 0.6% |
| Retail & Hospitality | 3 | 0.6% |
| Support | 2 | 0.4% |
| Product | 1 | 0.2% |
| Skilled Trades | 1 | 0.2% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 228 | 45.5% |
| India | 54 | 10.8% |
| Canada | 20 | 4.0% |
| United Kingdom | 18 | 3.6% |
| Netherlands | 18 | 3.6% |
| Singapore | 15 | 3.0% |
| Brazil | 11 | 2.2% |
| Germany | 11 | 2.2% |
| Australia | 10 | 2.0% |
| Japan | 10 | 2.0% |
| France | 9 | 1.8% |
| Poland | 7 | 1.4% |
| RS | 6 | 1.2% |
| UA | 5 | 1.0% |
| AR | 4 | 0.8% |
| Belgium | 4 | 0.8% |
| Spain | 4 | 0.8% |
| Greece | 4 | 0.8% |
| Italy | 4 | 0.8% |
| Romania | 4 | 0.8% |
| Switzerland | 3 | 0.6% |
| Denmark | 3 | 0.6% |
| Ireland | 3 | 0.6% |
| Portugal | 3 | 0.6% |
| CO | 2 | 0.4% |
| Hungary | 2 | 0.4% |
| South Korea | 2 | 0.4% |
| MA | 2 | 0.4% |
| MT | 2 | 0.4% |
| New Zealand | 2 | 0.4% |
| PE | 2 | 0.4% |
| Sweden | 2 | 0.4% |
| United Arab Emirates | 1 | 0.2% |
| Austria | 1 | 0.2% |
| CL | 1 | 0.2% |
| Czechia | 1 | 0.2% |
| EG | 1 | 0.2% |
| KE | 1 | 0.2% |
| Mexico | 1 | 0.2% |
| MY | 1 | 0.2% |
| Slovakia | 1 | 0.2% |
| Taiwan | 1 | 0.2% |
| VN | 1 | 0.2% |
skills.cooccur_title
skills.cooccur_caption
Python n=9,587
Excel n=9,003
SQL n=7,324
Roadmapping n=7,151
AWS n=6,210
LLM n=5,045
Agile n=4,513
CI/CD n=4,455
iOS n=4,411
Salesforce n=4,044
CRM n=3,905
Azure n=3,894
skills.related_title
Procurement n=3,893
Supply Chain n=3,812
GCP n=3,515
Kubernetes n=3,343
Negotiation n=3,223
React n=3,097
Java n=3,014
Git n=2,902
Account Management n=2,710
A/B Testing n=2,658
TypeScript n=2,591
Payroll n=2,517
skills.method_note salaries.geo_answer_method →