skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=6,210, skills.as_of_short 2026-10-18 · skills.geo_answer_method
6,210
skills.stat_open_roles
4.6%
skills.stat_share
2,393
skills.stat_rated_ranges
$174,960
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 | 3,744 | 60.3% |
| Data & ML | 1,137 | 18.3% |
| Consulting | 430 | 6.9% |
| Operations | 285 | 4.6% |
| Sales | 197 | 3.2% |
| Other | 189 | 3.0% |
| Product | 53 | 0.9% |
| Support | 49 | 0.8% |
| Finance | 35 | 0.6% |
| Marketing | 32 | 0.5% |
| People & HR | 23 | 0.4% |
| Design | 11 | 0.2% |
| Legal | 11 | 0.2% |
| Skilled Trades | 9 | 0.1% |
| Retail & Hospitality | 5 | 0.1% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 2,228 | 35.9% |
| India | 476 | 7.7% |
| United Kingdom | 397 | 6.4% |
| Canada | 294 | 4.7% |
| Germany | 234 | 3.8% |
| Mexico | 198 | 3.2% |
| France | 186 | 3.0% |
| Brazil | 170 | 2.7% |
| Singapore | 123 | 2.0% |
| Spain | 93 | 1.5% |
| Poland | 93 | 1.5% |
| AR | 81 | 1.3% |
| Australia | 74 | 1.2% |
| Ireland | 70 | 1.1% |
| PE | 67 | 1.1% |
| CO | 61 | 1.0% |
| Portugal | 52 | 0.8% |
| Japan | 48 | 0.8% |
| Netherlands | 47 | 0.8% |
| CL | 38 | 0.6% |
| CR | 38 | 0.6% |
| Sweden | 38 | 0.6% |
| UY | 35 | 0.6% |
| Italy | 32 | 0.5% |
| Slovakia | 30 | 0.5% |
| China | 29 | 0.5% |
| Israel | 24 | 0.4% |
| New Zealand | 24 | 0.4% |
| UA | 24 | 0.4% |
| Czechia | 23 | 0.4% |
| Hungary | 22 | 0.4% |
| South Korea | 21 | 0.3% |
| Bulgaria | 19 | 0.3% |
| PH | 19 | 0.3% |
| Belgium | 17 | 0.3% |
| Switzerland | 17 | 0.3% |
| Greece | 17 | 0.3% |
| Denmark | 15 | 0.2% |
| EG | 15 | 0.2% |
| SA | 15 | 0.2% |
| RS | 14 | 0.2% |
| VN | 14 | 0.2% |
| United Arab Emirates | 12 | 0.2% |
| Finland | 12 | 0.2% |
| Lithuania | 12 | 0.2% |
| MT | 12 | 0.2% |
| Romania | 12 | 0.2% |
| ZA | 10 | 0.2% |
| MY | 9 | 0.1% |
| Austria | 7 | 0.1% |
| Norway | 6 | 0.1% |
| TH | 6 | 0.1% |
| Estonia | 5 | 0.1% |
| Hong Kong | 4 | 0.1% |
| ID | 4 | 0.1% |
| MA | 4 | 0.1% |
| QA | 4 | 0.1% |
| Taiwan | 4 | 0.1% |
| Luxembourg | 3 | 0.0% |
| CY | 2 | 0.0% |
| KE | 2 | 0.0% |
| Latvia | 2 | 0.0% |
| TR | 2 | 0.0% |
| NG | 1 | 0.0% |
| Slovenia | 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
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
Procurement n=3,893
skills.related_title
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
Linux n=2,347
skills.method_note salaries.geo_answer_method →