Job Zone Five: Extensive Preparation Needed
O*NET job zone · preparation tier
Job Zone Five: Extensive Preparation Needed is one of O*NET's job zones — tiers that group occupations by how much preparation they typically require, combining experience, education, and on-the-job training into a single Specific Vocational Preparation (SVP) band. This zone covers 154 occupations employing about 19,185,410 workers, with a median wage of $93,600.
Preparation it takes
O*NET describes the typical path into occupations in this zone. These are descriptions of what the work usually requires — not rules, and many people enter by other routes.
| Experience | Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job. |
| Education | Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree). |
| Job training | Employees may need some on-the-job training, but most of these occupations assume that the person will already have the required skills, knowledge, work-related experience, and/or training. |
| SVP range | (8.0 and above) |
What occupations in this zone pay
Median annual wage across the occupations in this zone, from BLS OEWS (national, cross-industry, May 2024). The middle range shows the 25th–75th percentile of occupation medians — it describes the zone, not a guarantee for any one person or job.
| Median occupation wage | $93,600 |
| Middle range (p25–p75) | $78,173 – $115,388 |
| Occupations with wage data | 130 of 154 |
AI exposure in this preparation tier
Two published studies estimate how exposed each occupation is to today's AI. The OpenAI "GPTs are GPTs" study rates the share of an occupation's tasks a large language model (with tools) could speed up by half or more; averaged across the occupations in this zone it is 43% — 62nd percentile of the job zones. The independent Felten/Raj/Seamans AI Occupational Exposure index averages 0.96 here.
Computed across the 154 of 154 occupations in this zone that carry a published exposure score.
AI exposure tends to rise with preparation — zones that require degrees and considerable experience are the most exposed, hands-on lower-preparation work the least. Exposure measures where AI could assist tasks, not a prediction that these jobs will be automated; high exposure most often means augmentation.
Highest-paying occupations in this zone
Occupations in this preparation tier with the highest median wage. Wage describes the occupation, not an individual.
Sources for this page
Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.
- O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
- BLS Occupational Employment and Wage Statistics (OEWS) May 2024 U.S. Bureau of Labor Statistics
- “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic
- AI Occupational Exposure (AIOE) Felten, Raj & Seamans academic
Data compiled June 3, 2026. Figures are estimates, not advice.
Cite this page
Singulariki. "Job Zone Five: Extensive Preparation Needed." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans. Accessed June 7, 2026. https://singulariki.com/job-zones/zone-5
Singulariki. (2026). Job Zone Five: Extensive Preparation Needed. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/job-zones/zone-5
@misc{singulariki-zone-5,
title = {Job Zone Five: Extensive Preparation Needed},
author = {{Singulariki}},
year = {2026},
note = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans. Accessed June 7, 2026},
url = {https://singulariki.com/job-zones/zone-5}
} Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.