Verdict
Firefighter and Social Worker are effectively tied on AI exposure (17 vs 16). Choose on pay, interest and entry cost — not on automation risk.
Public & Social
16 /100
Helps people cope with challenges and access resources.
Full risk profile →| Metric | Firefighter | Social Worker |
|---|---|---|
| AI Fear Score | 17/100 | 16/100 |
| Risk band | Resilient | Resilient |
| Automation probability | 17% | 0% |
| LLM task exposure | 18% | 35% |
| Median pay (BLS) | $57,000 | $58,000 |
| US workers | 330,000 | 710,000 |
| Timeline | Resilient — physical, unpredictable, life-safety response. | Resilient — empathy, trust and judgment in high-stakes situations. |
The usual pivots that reuse your experience while cutting exposure: Fire officer, Paramedic / EMS lead. See the full plan →
They're effectively tied: Firefighter scores 17/100 and Social Worker scores 16/100 on our AI exposure scale.
Social Worker pays more at the median: $58,000 vs $57,000 (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.