skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=947, skills.as_of_short 2026-10-18 · skills.geo_answer_method
947
skills.stat_open_roles
0.7%
skills.stat_share
284
skills.stat_rated_ranges
$167,500
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 | 580 | 61.2% |
| Data & ML | 217 | 22.9% |
| Product | 61 | 6.4% |
| Other | 23 | 2.4% |
| Consulting | 22 | 2.3% |
| Design | 19 | 2.0% |
| Operations | 11 | 1.2% |
| Support | 5 | 0.5% |
| Marketing | 4 | 0.4% |
| Sales | 2 | 0.2% |
| Skilled Trades | 2 | 0.2% |
| People & HR | 1 | 0.1% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 221 | 23.3% |
| Germany | 49 | 5.2% |
| India | 49 | 5.2% |
| United Kingdom | 44 | 4.6% |
| Poland | 31 | 3.3% |
| South Korea | 30 | 3.2% |
| Canada | 28 | 3.0% |
| Singapore | 28 | 3.0% |
| Spain | 27 | 2.9% |
| Portugal | 24 | 2.5% |
| Netherlands | 23 | 2.4% |
| Australia | 21 | 2.2% |
| Sweden | 21 | 2.2% |
| France | 20 | 2.1% |
| MY | 20 | 2.1% |
| China | 19 | 2.0% |
| VN | 18 | 1.9% |
| ID | 17 | 1.8% |
| Brazil | 16 | 1.7% |
| Ireland | 16 | 1.7% |
| PH | 16 | 1.7% |
| Austria | 15 | 1.6% |
| Hong Kong | 15 | 1.6% |
| Japan | 15 | 1.6% |
| Taiwan | 15 | 1.6% |
| TH | 14 | 1.5% |
| Mexico | 13 | 1.4% |
| Italy | 12 | 1.3% |
| Finland | 11 | 1.2% |
| AR | 5 | 0.5% |
| Bulgaria | 5 | 0.5% |
| Switzerland | 5 | 0.5% |
| Czechia | 5 | 0.5% |
| United Arab Emirates | 4 | 0.4% |
| PE | 4 | 0.4% |
| UA | 4 | 0.4% |
| EG | 3 | 0.3% |
| Greece | 3 | 0.3% |
| Slovakia | 3 | 0.3% |
| ZA | 3 | 0.3% |
| CY | 2 | 0.2% |
| Latvia | 2 | 0.2% |
| New Zealand | 2 | 0.2% |
| TN | 2 | 0.2% |
| Denmark | 1 | 0.1% |
| Estonia | 1 | 0.1% |
| Hungary | 1 | 0.1% |
| KE | 1 | 0.1% |
| Lithuania | 1 | 0.1% |
| Luxembourg | 1 | 0.1% |
| MT | 1 | 0.1% |
| NG | 1 | 0.1% |
| Romania | 1 | 0.1% |
| RS | 1 | 0.1% |
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 →