skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=648, skills.as_of_short 2026-10-18 · skills.geo_answer_method
648
skills.stat_open_roles
0.5%
skills.stat_share
293
skills.stat_rated_ranges
$170,000
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 | 535 | 82.6% |
| Data & ML | 83 | 12.8% |
| Other | 11 | 1.7% |
| Consulting | 8 | 1.2% |
| People & HR | 5 | 0.8% |
| Operations | 3 | 0.5% |
| Support | 2 | 0.3% |
| Product | 1 | 0.2% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 209 | 32.3% |
| India | 53 | 8.2% |
| United Kingdom | 39 | 6.0% |
| Singapore | 33 | 5.1% |
| Canada | 31 | 4.8% |
| Slovakia | 28 | 4.3% |
| Spain | 25 | 3.9% |
| Germany | 19 | 2.9% |
| France | 16 | 2.5% |
| Poland | 14 | 2.2% |
| Brazil | 13 | 2.0% |
| Portugal | 13 | 2.0% |
| Czechia | 9 | 1.4% |
| Australia | 8 | 1.2% |
| Ireland | 8 | 1.2% |
| AR | 7 | 1.1% |
| Netherlands | 7 | 1.1% |
| Greece | 6 | 0.9% |
| Switzerland | 5 | 0.8% |
| Belgium | 4 | 0.6% |
| MT | 4 | 0.6% |
| CO | 3 | 0.5% |
| Italy | 3 | 0.5% |
| Japan | 3 | 0.5% |
| MA | 3 | 0.5% |
| Sweden | 3 | 0.5% |
| UA | 3 | 0.5% |
| United Arab Emirates | 2 | 0.3% |
| EG | 2 | 0.3% |
| Finland | 2 | 0.3% |
| South Korea | 2 | 0.3% |
| Lithuania | 2 | 0.3% |
| RS | 2 | 0.3% |
| Bulgaria | 1 | 0.2% |
| CR | 1 | 0.2% |
| Denmark | 1 | 0.2% |
| Estonia | 1 | 0.2% |
| Hungary | 1 | 0.2% |
| ID | 1 | 0.2% |
| KE | 1 | 0.2% |
| Mexico | 1 | 0.2% |
| Romania | 1 | 0.2% |
| Slovenia | 1 | 0.2% |
| Taiwan | 1 | 0.2% |
| ZA | 1 | 0.2% |
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 →