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AI exposure Architecture and engineering

Will AI replace environmental engineering technologists and technicians?

Environmental Engineering Technologists and Technicians. US occupation 17-3025.

10.3%

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

Ranked 176 of 756 US occupations. More exposed than 76% of them.Further along than 76% of them.

Average US job 7.7%

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

What AI already does for environmental engineering technologists and techniciansWhat environmental engineering technologists and technicians no longer do alone

O*NET lists 23 tasks for environmental engineering technologists and technicians. AI use at work shows up in 1 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. Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.Core task mostly automated 1.00

What it does not touch, yetWhat still needs a human

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

  • Assist in the cleanup of hazardous material spills.Core task
  • Collect and analyze pollution samples, such as air or ground water.Core task
  • Decontaminate or test field equipment used to clean or test pollutants from soil, air, or water.Core task
  • Inspect facilities to monitor compliance with regulations governing substances, such as asbestos, lead, or wastewater.Core task
  • Maintain project logbook records or computer program files.Core task
  • Perform environmental quality work in field or office settings.Core task
Show the other 16
  • Prepare and package environmental samples for shipping or testing.Core task
  • Receive, set up, test, or decontaminate equipment.Core task
  • Arrange for the disposal of lead, asbestos, or other hazardous materials.
  • Assess the ability of environments to naturally remove or reduce conventional or emerging contaminants from air, water, or soil.
  • Develop work plans, including writing specifications or establishing material, manpower, or facilities needs.
  • Evaluate and select technologies to clean up polluted sites, restore polluted air, water, or soil, or rehabilitate degraded ecosystems.
  • Improve chemical processes to reduce toxic emissions.
  • Maintain process parameters and evaluate process anomalies.
  • Obtain product information, identify vendors or suppliers, or order materials or equipment to maintain inventory.
  • Oversee support staff.
  • Prepare permit applications or review compliance with environmental permits.
  • Produce environmental assessment reports, tabulating data and preparing charts, graphs, or sketches.
  • Provide technical engineering support in the planning of projects, such as wastewater treatment plants, to ensure compliance with environmental regulations and policies.
  • Review technical documents to ensure completeness and conformance to requirements.
  • Review work plans to schedule activities.
  • Work with customers to assess the environmental impact of proposed construction or to develop pollution prevention programs.

How that compares

Among the 34 architecture and engineering occupations, environmental engineering technologists and technicians rank 3. The group averages 3.8%, and its most exposed job is Computer Hardware Engineers at 14.5%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Just above in the ranking

  1. 174First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers 10.8%
  2. 175Computer, Automated Teller, and Office Machine Repairers 10.7%
  3. 176Elementary School Teachers, Except Special Education 10.3%

Just below

  1. 178Court, Municipal, and License Clerks 10.2%
  2. 178First-Line Supervisors of Mechanics, Installers, and Repairers 10.2%
  3. 178Meeting, Convention, and Event Planners 10.2%

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.