skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=534, skills.as_of_short 2026-10-18 · skills.geo_answer_method
534
skills.stat_open_roles
0.4%
skills.stat_share
254
skills.stat_rated_ranges
$168,935
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 |
|---|---|---|
| Data & ML | 322 | 60.3% |
| Engineering | 129 | 24.2% |
| Finance | 21 | 3.9% |
| Other | 14 | 2.6% |
| Sales | 14 | 2.6% |
| Consulting | 13 | 2.4% |
| Marketing | 10 | 1.9% |
| Design | 4 | 0.7% |
| Operations | 4 | 0.7% |
| People & HR | 2 | 0.4% |
| Legal | 1 | 0.2% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 215 | 40.3% |
| India | 45 | 8.4% |
| United Kingdom | 38 | 7.1% |
| Canada | 25 | 4.7% |
| Sweden | 23 | 4.3% |
| Germany | 17 | 3.2% |
| France | 14 | 2.6% |
| Spain | 10 | 1.9% |
| Portugal | 9 | 1.7% |
| Mexico | 7 | 1.3% |
| UA | 7 | 1.3% |
| Brazil | 6 | 1.1% |
| Poland | 6 | 1.1% |
| Singapore | 6 | 1.1% |
| Slovakia | 6 | 1.1% |
| Czechia | 4 | 0.7% |
| United Arab Emirates | 3 | 0.6% |
| Australia | 3 | 0.6% |
| CO | 3 | 0.6% |
| Ireland | 3 | 0.6% |
| Italy | 3 | 0.6% |
| Latvia | 3 | 0.6% |
| PE | 3 | 0.6% |
| RS | 3 | 0.6% |
| Switzerland | 2 | 0.4% |
| CY | 2 | 0.4% |
| Lithuania | 2 | 0.4% |
| Netherlands | 2 | 0.4% |
| Bulgaria | 1 | 0.2% |
| CL | 1 | 0.2% |
| Denmark | 1 | 0.2% |
| EG | 1 | 0.2% |
| Finland | 1 | 0.2% |
| Hungary | 1 | 0.2% |
| Japan | 1 | 0.2% |
| South Korea | 1 | 0.2% |
| Norway | 1 | 0.2% |
| PH | 1 | 0.2% |
| Taiwan | 1 | 0.2% |
| UY | 1 | 0.2% |
| ZA | 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 →