AI exposure: Environmental Compliance Inspectors
Inspect and investigate sources of pollution to protect the public and environment and ensure conformance with Federal, State, and local regulations and ordinances.
Reading this score
computed38.0% of this occupation's weighted task load is exposed, which puts Environmental Compliance Inspectors at the 67th percentile of 923 occupations. The capability is largely there. Its average task scores 2.6 out of 4 on what a current system can produce, and the frictions that hold other jobs in place are comparatively weak here.
What holds the line here is verification cost. Across this occupation's 26 tasks it averages 1.91 out of 3, the highest of the five friction dimensions. In plain terms, checking the output costs more than producing it. Where an undetected error is expensive, dangerous or irreversible, the economics change. Someone has to verify the work, and verifying can cost as much as doing it. This is the friction most likely to fall as tools for checking improve.
The most exposed thing this job does is Prepare data to calculate sewer service charges and capacity fees, at 86.7%. The least is Interview individuals to determine the nature of suspected violations and to obtain evidence of..., at 0.0%. A gap of 86.7% 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 business and financial operations occupations, this one is less exposed than the median of 47.5% across the group's 48 roles, with 39 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 26 tasks, 16 are currently banded exposed, 4 assisted and 6 untouched. For that distribution to shift materially would take a change in who is permitted to sign the work, which is a question for regulators rather than for engineers. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Task by task
26 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Prepare data to calculate sewer service charges and capacity fees. | 86.7% | 13.3% | 0.0% | 2.86 | exposed |
| Determine sampling locations and methods, and collect water or wastewater samples for analysis, preserving samples with appropriate containers and preservation methods. | 80.0% | 20.0% | 0.0% | 3.93 | exposed |
| Conduct research on hazardous waste management projects to determine the magnitude of problems and treatment or disposal alternatives and costs. | 80.0% | 20.0% | 0.0% | 3.27 | exposed |
| Respond to questions and inquiries, such as those concerning service charges and capacity fees, or refer them to supervisors. | 73.3% | 26.7% | 0.0% | 3.67 | exposed |
| Research and keep informed of pertinent information and developments in areas such as EPA laws and regulations. | 64.2% | 23.3% | 12.5% | 3.74 | exposed |
| Research and perform calculations related to landscape allowances, discharge volumes, production-based and alternative limits, and wastewater strength classifications, making recommendations and completing documentation. | 61.1% | 30.6% | 8.3% | 3.58 | exposed |
| Prepare, organize, and maintain inspection records. | 58.3% | 29.2% | 12.5% | 4.70 | exposed |
| Inform individuals and groups of pollution control regulations and inspection findings, and explain how problems can be corrected. | 55.4% | 32.1% | 12.5% | 4.47 | exposed |
| Inform health professionals, property owners, and the public about harmful properties and related problems of water pollution and contaminated wastewater. | 52.5% | 35.0% | 12.5% | 3.55 | exposed |
| Examine permits, licenses, applications, and records to ensure compliance with licensing requirements. | 45.0% | 30.0% | 25.0% | 4.24 | exposed |
| Evaluate label information for accuracy and conformance to regulatory requirements. | 45.0% | 30.0% | 25.0% | 3.75 | exposed |
| Review and evaluate applications for registration of products containing dangerous materials, or for pollution control discharge permits. | 45.0% | 30.0% | 25.0% | 3.50 | exposed |
| Participate in the development of spill prevention programs and hazardous waste rules and regulations, and recommend corrective actions for hazardous waste problems. | 42.5% | 32.5% | 25.0% | 3.20 | exposed |
| Prepare written, oral, tabular, and graphic reports summarizing requirements and regulations, including enforcement and chain of custody documentation. | 40.0% | 35.0% | 25.0% | 4.07 | exposed |
| Monitor follow-up actions in cases where violations were found, and review compliance monitoring reports. | 37.5% | 37.5% | 25.0% | 4.25 | assisted |
| Learn and observe proper safety precautions, rules, regulations, and practices so that unsafe conditions can be recognized and proper safety protocols implemented. | 36.7% | 13.3% | 50.0% | 4.28 | exposed |
| Investigate complaints and suspected violations regarding illegal dumping, pollution, pesticides, product quality, or labeling laws. | 35.0% | 40.0% | 25.0% | 4.53 | assisted |
| Observe and record field conditions, gathering, interpreting, and reporting data such as flow meter readings and chemical levels. | 28.3% | 21.7% | 50.0% | 4.07 | exposed |
| Analyze and implement state, federal or local requirements as necessary to maintain approved pretreatment, pollution prevention, and storm water runoff programs. | 18.3% | 31.7% | 50.0% | 4.00 | assisted |
| Determine the nature of code violations and actions to be taken, and issue written notices of violation, participating in enforcement hearings, as necessary. | 17.8% | 32.2% | 50.0% | 4.71 | assisted |
| Perform laboratory tests on samples collected, such as analyzing the content of contaminated wastewater. | 12.5% | 12.5% | 75.0% | 3.57 | untouched |
| Inspect waste pretreatment, treatment, and disposal facilities and systems for conformance to federal, state, or local regulations. | 8.3% | 16.7% | 75.0% | 4.33 | untouched |
| Determine which sites and violation reports to investigate, and coordinate compliance and enforcement activities with other government agencies. | 5.0% | 20.0% | 75.0% | 4.53 | untouched |
| Maintain and repair materials, work sites, and equipment. | 4.6% | 3.7% | 91.7% | 3.25 | untouched |
| Verify that hazardous chemicals are handled, stored, and disposed of in accordance with regulations. | 3.3% | 9.2% | 87.5% | 4.40 | untouched |
| Interview individuals to determine the nature of suspected violations and to obtain evidence of violations. | 0.0% | 0.0% | 100.0% | 4.47 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
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 | 2.56 | 0-4 |
| Embodiment | 0.70 | 0-3 |
| Presence | 0.74 | 0-3 |
| Accountability | 1.56 | 0-3 |
| Context | 1.79 | 0-3 |
| Verification cost | 1.91 | 0-3 |
What this means in practice
Where most of a role's weighted task load is exposed, the work that survives is usually the part of the job nobody wrote into the job description: deciding what should be produced rather than producing it, and being answerable for the result. The tasks lowest on this page are a better guide to where to spend your time than any general advice about the future of work.
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.