skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=2,658, skills.as_of_short 2026-10-18 · skills.geo_answer_method
2,658
skills.stat_open_roles
2.0%
skills.stat_share
1,219
skills.stat_rated_ranges
$187,500
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 |
|---|---|---|
| Data & ML | 891 | 33.5% |
| Engineering | 595 | 22.4% |
| Marketing | 324 | 12.2% |
| Product | 313 | 11.8% |
| Sales | 178 | 6.7% |
| Design | 86 | 3.2% |
| Other | 75 | 2.8% |
| Consulting | 59 | 2.2% |
| Operations | 52 | 2.0% |
| Finance | 27 | 1.0% |
| People & HR | 23 | 0.9% |
| Support | 23 | 0.9% |
| Legal | 10 | 0.4% |
| Retail & Hospitality | 2 | 0.1% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 1,177 | 44.3% |
| United Kingdom | 234 | 8.8% |
| Canada | 147 | 5.5% |
| India | 110 | 4.1% |
| Germany | 89 | 3.3% |
| Singapore | 75 | 2.8% |
| Australia | 49 | 1.8% |
| Poland | 48 | 1.8% |
| Spain | 44 | 1.7% |
| France | 42 | 1.6% |
| Switzerland | 37 | 1.4% |
| Brazil | 31 | 1.2% |
| Ireland | 29 | 1.1% |
| Portugal | 29 | 1.1% |
| Mexico | 28 | 1.1% |
| Sweden | 27 | 1.0% |
| South Korea | 22 | 0.8% |
| MY | 19 | 0.7% |
| Netherlands | 19 | 0.7% |
| China | 18 | 0.7% |
| Italy | 18 | 0.7% |
| EG | 14 | 0.5% |
| Japan | 14 | 0.5% |
| AR | 12 | 0.5% |
| ID | 12 | 0.5% |
| PH | 12 | 0.5% |
| CO | 9 | 0.3% |
| Czechia | 9 | 0.3% |
| UA | 8 | 0.3% |
| Lithuania | 7 | 0.3% |
| Slovakia | 7 | 0.3% |
| Taiwan | 7 | 0.3% |
| Bulgaria | 6 | 0.2% |
| Denmark | 6 | 0.2% |
| Israel | 6 | 0.2% |
| PE | 6 | 0.2% |
| TR | 6 | 0.2% |
| United Arab Emirates | 5 | 0.2% |
| Finland | 5 | 0.2% |
| Belgium | 4 | 0.2% |
| CY | 4 | 0.2% |
| RS | 4 | 0.2% |
| SA | 4 | 0.2% |
| Austria | 3 | 0.1% |
| Greece | 3 | 0.1% |
| Latvia | 3 | 0.1% |
| ZA | 3 | 0.1% |
| CL | 2 | 0.1% |
| New Zealand | 2 | 0.1% |
| UY | 2 | 0.1% |
| Hong Kong | 1 | 0.0% |
| Romania | 1 | 0.0% |
| VN | 1 | 0.0% |
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
TypeScript n=2,591
Payroll n=2,517
Linux n=2,347
skills.method_note salaries.geo_answer_method →