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Emergency Management Directors vs Forest Fire Inspectors and Prevention Specialists

Emergency Management Directors

54
Elevated

~US$93,330
more exposed than 42% of roles

Full breakdown

Forest Fire Inspectors and Prevention Specialists

48
Moderate

~US$56,870
more exposed than 26% of roles

Full breakdown

Lower AI exposure: Forest Fire Inspectors and Prevention Specialists (6 points lower)

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O*NET and curated role models; empirical AI signals where matched; BLS labor-market context. Latest empirical data: June 26, 2026. Methodology →

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