skills.index_title
skills.all_skills →
skills.page_title
skills.page_sub
skills.quotable_label
skills.quote_paid
n=553, skills.as_of_short 2026-10-18 · skills.geo_answer_method
553
skills.stat_open_roles
0.4%
skills.stat_share
184
skills.stat_rated_ranges
$216,104
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 | 305 | 55.2% |
| Engineering | 175 | 31.6% |
| Consulting | 45 | 8.1% |
| Product | 9 | 1.6% |
| Other | 8 | 1.4% |
| Operations | 3 | 0.5% |
| People & HR | 3 | 0.5% |
| Finance | 1 | 0.2% |
| Legal | 1 | 0.2% |
| Retail & Hospitality | 1 | 0.2% |
| Sales | 1 | 0.2% |
| Support | 1 | 0.2% |
skills.by_country_table
| skills.country | skills.open_roles_col | skills.share_of_skill |
|---|---|---|
| United States | 221 | 40.0% |
| United Kingdom | 55 | 9.9% |
| France | 28 | 5.1% |
| India | 28 | 5.1% |
| Germany | 27 | 4.9% |
| Canada | 16 | 2.9% |
| Poland | 10 | 1.8% |
| Singapore | 10 | 1.8% |
| Mexico | 9 | 1.6% |
| Netherlands | 9 | 1.6% |
| Spain | 8 | 1.4% |
| Brazil | 7 | 1.3% |
| Australia | 6 | 1.1% |
| Slovakia | 6 | 1.1% |
| Portugal | 5 | 0.9% |
| EG | 4 | 0.7% |
| Japan | 4 | 0.7% |
| SA | 4 | 0.7% |
| Sweden | 4 | 0.7% |
| United Arab Emirates | 3 | 0.5% |
| Switzerland | 3 | 0.5% |
| China | 3 | 0.5% |
| CO | 3 | 0.5% |
| Czechia | 3 | 0.5% |
| Israel | 3 | 0.5% |
| South Korea | 3 | 0.5% |
| New Zealand | 3 | 0.5% |
| Taiwan | 3 | 0.5% |
| Greece | 2 | 0.4% |
| Hungary | 2 | 0.4% |
| PH | 2 | 0.4% |
| AR | 1 | 0.2% |
| Ireland | 1 | 0.2% |
| Italy | 1 | 0.2% |
| Lithuania | 1 | 0.2% |
| Luxembourg | 1 | 0.2% |
| MY | 1 | 0.2% |
| RS | 1 | 0.2% |
| TH | 1 | 0.2% |
| UY | 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 →