```json { "action": "final", "content": "## Geographic Distribution\n\nYes, this dataset has **two geographic dimensions**: `company_location` (where the job is based) and `employee_residence` (where employees live). The data shows a remarkably **even distribution** across locations.\n\n### Company Location Distribution\n\nThe dataset contains 15,000 AI job postings distributed across 20 countries. The distribution is nearly uniform:\n\n- **Top location**: Germany with 814 jobs (5.43%)\n- **Bottom location**: Norway with 721 jobs (4.81%)\n- **Range**: Only 93 jobs separate the highest and lowest countries (1.2 percentage points)\n\nAll 20 countries fall within a tight 4.8–5.4% range, with most clustering around 5%. This suggests the dataset was intentionally balanced across geographies rather than reflecting natural market concentration.\n\n### Key Geographic Markets\n\n**Europe dominates** with 11 countries represented (Germany, Denmark, France, Austria, Sweden, Ireland, Switzerland, Finland, Netherlands, UK, Norway), followed by:\n- **Asia-Pacific**: 6 countries (Singapore, China, India, Israel, Japan, Australia, South Korea)\n- **North America**: 2 countries (Canada, United States)\n- **Middle East**: Israel\n\nNotably, the **United States ranks 18th** with only 724 jobs (4.83%), despite typically dominating AI job markets in real-world data. This uniform distribution across diverse markets makes the dataset well-suited for cross-country comparisons but may not reflect actual geographic concentration of AI opportunities.\n\n### Employee Residence\n\nThe dataset also tracks `employee_residence` as a separate dimension, enabling analysis of remote work patterns and geographic mobility in AI roles.", "charts": [ { "kind": "hbar", "x": "company_location", "series": ["job_count"], "title": "AI Job Postings by Company Location" } ] } ```