| Major occupational group | Less than high school | High school | Some college, no degree | Associate’s degree | Bachelor’s degree | Master’s degree | Doctoral degree | 
|---|---|---|---|---|---|---|---|
| Management | 4.8 | 3.0 | 4.2 | 4.4 | 3.5 | 4.4 | 4.2 | 
| Business and financial operations | 11.2 | 4.7 | 4.4 | 4.3 | 3.7 | 4.3 | 6.5 | 
| Computer and mathematical science | 1.3 | 3.2 | 2.7 | 3.3 | 2.6 | 3.4 | 4.1 | 
| Architecture and engineering | 0.0 | 4.4 | 3.8 | 3.5 | 2.1 | 3.2 | 6.0 | 
| Life, physical, and social science | 0.0 | 4.5 | 3.0 | 6.2 | 4.7 | 5.4 | 3.7 | 
| Community and social service | 4.7 | 4.6 | 6.0 | 7.6 | 5.5 | 4.1 | 6.5 | 
| Education, training, and library | 3.7 | 4.2 | 4.4 | 4.2 | 3.0 | 3.2 | 3.5 | 
| Arts, design, entertainment, sports, and media | 3.9 | 3.3 | 4.1 | 3.1 | 3.7 | 6.3 | 6.5 | 
| Protective service | 5.2 | 4.3 | 3.5 | 3.2 | 3.1 | 3.6 | 4.9 | 
| Food preparation and serving related | 2.4 | 3.7 | 3.9 | 5.1 | 8.4 | 11.7 | 14.5 | 
| Building and grounds cleaning and maintenance | 4.0 | 4.3 | 5.8 | 6.0 | 8.8 | 5.7 | 11.9 | 
| Personal care and service | 4.3 | 4.3 | 5.1 | 4.9 | 8.1 | 8.9 | 11.1 | 
| Office and administrative support | 4.9 | 3.2 | 3.6 | 3.9 | 5.2 | 8.0 | 8.2 | 
| Production | 5.8 | 4.9 | 6.0 | 3.9 | 7.1 | 6.5 | 8.9 | 
| Note: Rates are calculated by varying the example worker's educational attainment and major occupational group. Source: U.S. Bureau of Labor Statistics and author's calculations. | |||||||