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AI exposure Life, physical and social science

Will AI replace environmental science and protection technicians?

Environmental Science and Protection Technicians, Including Health. US occupation 19-4042.

14.4%

of the time environmental science and protection technicians spend on their work goes on tasks where AI is already being used to do that work.of environmental science and protection technicians' working hours go on tasks AI has already started taking off their plate.

Ranked 151 of 756 US occupations. More exposed than 80% of them.Further along than 80% of them.

Average US job 7.7%

Well above the typical job.Ahead of most of the workforce.

What AI already does for environmental science and protection techniciansWhat environmental science and protection technicians no longer do alone

O*NET lists 25 tasks for environmental science and protection technicians. AI use at work shows up in 2 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.

  1. Examine and analyze material for presence and concentration of contaminants, such as asbestos, using variety of microscopes. mostly automated 1.00
  2. Record test data and prepare reports, summaries, or charts that interpret test results.Core task mostly automated 0.97

What it does not touch, yetWhat still needs a human

23 of the 25 tasks show no AI use at work in the data.

  • Analyze potential environmental impacts of production process changes, and recommend steps to mitigate negative impacts.Core task
  • Calculate amount of pollutant in samples or compute air pollution or gas flow in industrial processes, using chemical and mathematical formulas.Core task
  • Calibrate microscopes or test instruments.Core task
  • Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution.Core task
  • Develop or implement programs for monitoring of environmental pollution or radiation.Core task
  • Develop or implement site recycling or hazardous waste stream programs.Core task
Show the other 17
  • Develop testing procedures.Core task
  • Direct activities of workers in laboratory.Core task
  • Discuss test results and analyses with customers.Core task
  • Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards.Core task
  • Investigate hazardous conditions or spills or outbreaks of disease or food poisoning, collecting samples for analysis.Core task
  • Maintain files, such as hazardous waste databases, chemical usage data, personnel exposure information, or diagrams showing equipment locations.Core task
  • Make recommendations to control or eliminate unsafe conditions at workplaces or public facilities.Core task
  • Monitor emission control devices to ensure they are operating properly and comply with state and federal regulations.Core task
  • Perform statistical analysis of environmental data.Core task
  • Prepare samples or photomicrographs for testing and analysis.Core task
  • Provide information or technical or program assistance to government representatives, employers, or the general public on the issues of public health, environmental protection, or workplace safety.Core task
  • Set up equipment or stations to monitor and collect pollutants from sites, such as smoke stacks, manufacturing plants, or mechanical equipment.Core task
  • Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock, to determine concentration of pollutants.Core task
  • Determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems.
  • Distribute permits, closure plans, or cleanup plans.
  • Initiate procedures to close down or fine establishments violating environmental or health regulations.
  • Inspect sanitary conditions at public facilities.

How that compares

Among the 46 life, physical and social science occupations, environmental science and protection technicians rank 15. The group averages 12.2%, and its most exposed job is Political Scientists at 45.2%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Just above in the ranking

  1. 148Advertising Sales Agents 14.8%
  2. 149Insurance Claims and Policy Processing Clerks 14.7%
  3. 150Computer Hardware Engineers 14.5%

Just below

  1. 152General and Operations Managers 13.8%
  2. 152Health Education Specialists 13.8%
  3. 154Anthropologists and Archeologists 13.5%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.