Verdict
Special Education Teachers, Secondary School and Substitute Teachers, Short-Term are effectively tied on AI exposure (23 vs 20). Choose on pay, interest and entry cost — not on automation risk.
23 /100
Shepherding students with disabilities toward adult life demands human judgment, legal accountability, and deep advocacy.
Full risk profile →Education
20 /100
Substitute teachers provide live classroom presence and order — requiring a physical adult authority figure, not a screen.
Full risk profile →| Metric | Special Education Teachers, Secondary School | Substitute Teachers, Short-Term |
|---|---|---|
| AI Fear Score | 23/100 | 20/100 |
| Risk band | Resilient | Resilient |
| Automation probability | 23% | 20% |
| LLM task exposure | 23% | 20% |
| Median pay (BLS) | $69,590 | $38,470 |
| US workers | 162,780 | 481,300 |
| Timeline | High school special education faces persistent staffing shortages; AI will assist with documentation but human accountability in transition planning remains non-negotiable through 2030. | Physical presence requirements make substitute teaching highly resistant to automation; demand actually grows as teacher shortages persist through 2030. |
For long-tail occupations the two research anchors share a single AI-reviewed exposure estimate — see the methodology.
The usual pivots that reuse your experience while cutting exposure: Transition coordinator, Special education administrator, Vocational rehabilitation counselor. See the full plan →
They're effectively tied: Special Education Teachers, Secondary School scores 23/100 and Substitute Teachers, Short-Term scores 20/100 on our AI exposure scale.
Special Education Teachers, Secondary School pays more at the median: $69,590 vs $38,470 (BLS May 2024).
Scores are estimates, not predictions — two research anchors applied to task mixes, with BLS May-2024 wages and employment. Not career advice.