Hazardous materials removal workers AI Displacement Score: 2/10

Key Finding

Hazardous materials removal workers face a low ai exposure AI displacement risk, scoring 2/10 on the JobHunter AI Displacement Index (global average: 5.7/10). There are approximately 51,300 workers in this role in the US, earning a median of $48,490.

Source: JobHunter AI Displacement Index - 342 occupations analyzed using Karpathy's research framework

Why This Score

Hazardous materials removal workers scored 2/10, making it one of the most AI-resistant occupations analyzed. This role requires physical dexterity, real-world problem-solving, or deep empathic connection that AI is decades away from replicating. With 51,300 workers earning $48,490 median, this career path offers strong insulation from AI disruption. The opportunity here is using AI tools to become more efficient, not defending against replacement.

What does 2/10 mean?

0 - AI-proof Global avg: 5.7 10 - Fully exposed

Hazardous materials removal workers scored 2/10 across 342 occupations analyzed using Karpathy's AI displacement research framework. The global average is 5.7/10. This role is less exposed than average.

Construction & Extraction - All Scores

Construction and building inspectors 5/10

Construction equipment operators 3/10

Elevator and escalator installers and repairers 3/10

Oil and gas workers 3/10

Sheet metal workers 3/10

Boilermakers 2/10

Carpenters 2/10

Electricians 2/10

Frequently Asked Questions

Will AI replace hazardous materials removal workers?

Hazardous materials removal workers scored 2/10 on AI displacement risk (global average: 5.7). This means low ai exposure risk of significant AI disruption. Rather than full replacement, most roles at this level see task automation - certain parts of the job get absorbed by AI while new responsibilities emerge.

What is the AI displacement score for hazardous materials removal workers?

The AI displacement score for Hazardous materials removal workers is 2 out of 10, based on analysis of 342 occupations using Karpathy's research framework. The global average is 5.7/10. Similar roles score: Boilermakers (2/10), Carpenters (2/10), Electricians (2/10).

How many hazardous materials removal workers are there in the US?

There are approximately 51,300 hazardous materials removal workers in the United States, with a median pay of $48,490 and a projected job outlook of +1%.

What should hazardous materials removal workers do about AI?

With a score of 2/10, hazardous materials removal workers should focus on hands-on craftsmanship, on-site problem-solving, and safety judgment. Robots struggle with unstructured environments, variable weather, and the improvisation required on real job sites. Learning to operate AI-assisted equipment and drones adds a premium to traditional skills rather than replacing them.

What AI can already do in this role