AI exposure: Environmental Engineering Technologists and Technicians
Apply theory and principles of environmental engineering to modify, test, and operate equipment and devices used in the prevention, control, and remediation of environmental problems, including waste treatment and site remediation, under the direction of engineering staff or scientists. May assist in the development of environmental remediation devices.
Reading this score
computedAt 30.9% of weighted task load, Environmental Engineering Technologists and Technicians sits at the 54th percentile, below the point where a job's centre of gravity has moved. 50.3% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.
What holds the line here is context. Across this occupation's 23 tasks it averages 1.76 out of 3, the highest of the five friction dimensions. In plain terms, the work depends on knowledge the model cannot hold. Much of this job runs on things that were never written down: what this particular organisation does, what happened last week, what the person across the table actually meant. That context is the barrier, and it erodes as systems are given more access.
The most exposed thing this job does is Review work plans to schedule activities, at 80.0%. The least is Arrange for the disposal of lead, asbestos, or other hazardous materials, at 0.0%. A gap of 80.0% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within architecture and engineering occupations, this one is less exposed than the median of 37.5% across the group's 56 roles, with 46 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.
What would move this score. Of 23 tasks, 12 are currently banded exposed, 4 assisted and 7 untouched. For that distribution to shift materially would take systems being given deeper access to the organisation's own records and history, which is already happening. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 2.24 | 0-4 |
| Embodiment | 1.30 | 0-3 |
| Presence | 0.57 | 0-3 |
| Accountability | 1.35 | 0-3 |
| Context | 1.76 | 0-3 |
| Verification cost | 1.48 | 0-3 |
Task by task
23 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Review work plans to schedule activities. | 80.0% | 20.0% | 0.0% | 3.69 | exposed |
| Maintain project logbook records or computer program files. | 73.3% | 26.7% | 0.0% | 3.64 | exposed |
| Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations. | 73.3% | 26.7% | 0.0% | 3.60 | exposed |
| Develop work plans, including writing specifications or establishing material, manpower, or facilities needs. | 73.3% | 26.7% | 0.0% | – | exposed |
| Produce environmental assessment reports, tabulating data and preparing charts, graphs, or sketches. | 73.3% | 26.7% | 0.0% | 3.14 | exposed |
| Evaluate and select technologies to clean up polluted sites, restore polluted air, water, or soil, or rehabilitate degraded ecosystems. | 55.0% | 20.0% | 25.0% | 3.19 | exposed |
| Obtain product information, identify vendors or suppliers, or order materials or equipment to maintain inventory. | 50.0% | 25.0% | 25.0% | 3.08 | exposed |
| Provide technical engineering support in the planning of projects, such as wastewater treatment plants, to ensure compliance with environmental regulations and policies. | 50.0% | 25.0% | 25.0% | 2.99 | exposed |
| Review technical documents to ensure completeness and conformance to requirements. | 45.0% | 30.0% | 25.0% | 4.02 | exposed |
| Work with customers to assess the environmental impact of proposed construction or to develop pollution prevention programs. | 42.5% | 32.5% | 25.0% | – | exposed |
| Prepare permit applications or review compliance with environmental permits. | 31.2% | 31.2% | 37.5% | 3.82 | assisted |
| Collect and analyze pollution samples, such as air or ground water. | 28.3% | 21.7% | 50.0% | 3.37 | exposed |
| Improve chemical processes to reduce toxic emissions. | 26.7% | 23.3% | 50.0% | – | exposed |
| Perform environmental quality work in field or office settings. | 25.0% | 37.5% | 37.5% | 3.94 | assisted |
| Maintain process parameters and evaluate process anomalies. | 21.7% | 28.3% | 50.0% | 3.11 | assisted |
| Assess the ability of environments to naturally remove or reduce conventional or emerging contaminants from air, water, or soil. | 20.0% | 30.0% | 50.0% | – | assisted |
| Oversee support staff. | 11.7% | 13.3% | 75.0% | 3.78 | untouched |
| Receive, set up, test, or decontaminate equipment. | 8.3% | 16.7% | 75.0% | 3.77 | untouched |
| Inspect facilities to monitor compliance with regulations governing substances, such as asbestos, lead, or wastewater. | 8.3% | 16.7% | 75.0% | 3.66 | untouched |
| Decontaminate or test field equipment used to clean or test pollutants from soil, air, or water. | 7.1% | 5.4% | 87.5% | 3.60 | untouched |
| Prepare and package environmental samples for shipping or testing. | 0.0% | 0.0% | 100.0% | 4.02 | untouched |
| Assist in the cleanup of hazardous material spills. | 0.0% | 0.0% | 100.0% | 3.98 | untouched |
| Arrange for the disposal of lead, asbestos, or other hazardous materials. | 0.0% | 0.0% | 100.0% | 3.77 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean. 4 task(s) lacked a usable O*NET weight and are shown but excluded from the weighting.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.
What this means in practice
Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.