skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=3,883, skills.as_of_short 2026-10-18 · skills.geo_answer_method
3,883
skills.stat_open_roles
2.9%
skills.stat_share
1,446
skills.stat_rated_ranges
$135,000
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 |
|---|---|---|
| Operations | 1,105 | 28.5% |
| Engineering | 933 | 24.0% |
| Other | 461 | 11.9% |
| Sales | 301 | 7.8% |
| Consulting | 265 | 6.8% |
| Data & ML | 216 | 5.6% |
| Finance | 179 | 4.6% |
| Product | 113 | 2.9% |
| Support | 61 | 1.6% |
| Legal | 55 | 1.4% |
| Skilled Trades | 52 | 1.3% |
| Marketing | 45 | 1.2% |
| Retail & Hospitality | 43 | 1.1% |
| People & HR | 39 | 1.0% |
| Design | 15 | 0.4% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 2,021 | 52.0% |
| Germany | 214 | 5.5% |
| United Kingdom | 196 | 5.0% |
| France | 194 | 5.0% |
| Canada | 193 | 5.0% |
| India | 100 | 2.6% |
| Australia | 89 | 2.3% |
| Netherlands | 62 | 1.6% |
| Spain | 47 | 1.2% |
| Poland | 44 | 1.1% |
| Mexico | 42 | 1.1% |
| China | 40 | 1.0% |
| Singapore | 34 | 0.9% |
| Ireland | 28 | 0.7% |
| Japan | 27 | 0.7% |
| PH | 26 | 0.7% |
| Brazil | 23 | 0.6% |
| SA | 23 | 0.6% |
| MY | 20 | 0.5% |
| United Arab Emirates | 19 | 0.5% |
| EG | 19 | 0.5% |
| Switzerland | 16 | 0.4% |
| ID | 15 | 0.4% |
| Greece | 14 | 0.4% |
| Hong Kong | 14 | 0.4% |
| UA | 14 | 0.4% |
| Austria | 13 | 0.3% |
| South Korea | 13 | 0.3% |
| VN | 13 | 0.3% |
| TH | 12 | 0.3% |
| Taiwan | 12 | 0.3% |
| Denmark | 11 | 0.3% |
| New Zealand | 11 | 0.3% |
| Sweden | 11 | 0.3% |
| NG | 10 | 0.3% |
| MA | 8 | 0.2% |
| CO | 7 | 0.2% |
| Italy | 7 | 0.2% |
| ZA | 7 | 0.2% |
| Belgium | 5 | 0.1% |
| Finland | 5 | 0.1% |
| Hungary | 4 | 0.1% |
| Portugal | 4 | 0.1% |
| AR | 3 | 0.1% |
| Czechia | 3 | 0.1% |
| Israel | 3 | 0.1% |
| Lithuania | 3 | 0.1% |
| Luxembourg | 3 | 0.1% |
| MT | 3 | 0.1% |
| Romania | 3 | 0.1% |
| CL | 2 | 0.1% |
| KE | 2 | 0.1% |
| RS | 2 | 0.1% |
| TR | 2 | 0.1% |
| Bulgaria | 1 | 0.0% |
| CR | 1 | 0.0% |
| Estonia | 1 | 0.0% |
| Latvia | 1 | 0.0% |
| PE | 1 | 0.0% |
| QA | 1 | 0.0% |
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
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
Linux n=2,350
skills.method_note salaries.geo_answer_method →