skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=845, skills.as_of_short 2026-10-18 · skills.geo_answer_method
845
skills.stat_open_roles
0.6%
skills.stat_share
365
skills.stat_rated_ranges
$175,000
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 |
|---|---|---|
| Engineering | 302 | 35.7% |
| Consulting | 117 | 13.8% |
| Data & ML | 86 | 10.2% |
| Operations | 78 | 9.2% |
| Sales | 75 | 8.9% |
| Support | 53 | 6.3% |
| Other | 50 | 5.9% |
| People & HR | 29 | 3.4% |
| Product | 24 | 2.8% |
| Finance | 9 | 1.1% |
| Marketing | 8 | 0.9% |
| Design | 6 | 0.7% |
| Legal | 5 | 0.6% |
| Skilled Trades | 3 | 0.4% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 392 | 46.4% |
| France | 79 | 9.3% |
| India | 66 | 7.8% |
| Germany | 45 | 5.3% |
| United Kingdom | 23 | 2.7% |
| Sweden | 18 | 2.1% |
| Netherlands | 17 | 2.0% |
| Canada | 16 | 1.9% |
| Australia | 12 | 1.4% |
| Belgium | 12 | 1.4% |
| Mexico | 9 | 1.1% |
| Singapore | 9 | 1.1% |
| Czechia | 8 | 0.9% |
| Japan | 8 | 0.9% |
| PH | 8 | 0.9% |
| Poland | 8 | 0.9% |
| Israel | 7 | 0.8% |
| Italy | 7 | 0.8% |
| Slovakia | 7 | 0.8% |
| Austria | 6 | 0.7% |
| Brazil | 6 | 0.7% |
| Denmark | 5 | 0.6% |
| New Zealand | 5 | 0.6% |
| Portugal | 5 | 0.6% |
| Switzerland | 4 | 0.5% |
| Spain | 4 | 0.5% |
| MA | 4 | 0.5% |
| Bulgaria | 3 | 0.4% |
| Greece | 3 | 0.4% |
| Luxembourg | 3 | 0.4% |
| ZA | 3 | 0.4% |
| CO | 2 | 0.2% |
| CR | 2 | 0.2% |
| Ireland | 2 | 0.2% |
| MY | 2 | 0.2% |
| Norway | 2 | 0.2% |
| SA | 2 | 0.2% |
| Slovenia | 2 | 0.2% |
| United Arab Emirates | 1 | 0.1% |
| CL | 1 | 0.1% |
| Estonia | 1 | 0.1% |
| EG | 1 | 0.1% |
| Croatia | 1 | 0.1% |
| Romania | 1 | 0.1% |
| RS | 1 | 0.1% |
| TH | 1 | 0.1% |
| TR | 1 | 0.1% |
| Taiwan | 1 | 0.1% |
| UA | 1 | 0.1% |
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
Supply Chain n=3,883
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
skills.method_note salaries.geo_answer_method →