AI exposure by occupation, O*NET 13-1041.01

Will AI replace Environmental Compliance Inspectors?

Environmental Compliance Inspectors: AI can already handle 19 of 26 tasks; the work mostly needs a standard-tier model.

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Every task, scored

The 26 tasks O*NET 30.3 lists for Environmental Compliance Inspectors, from most to least exposed. 19 reach 60 or more, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Investigate complaints and suspected violations regarding illegal dumping, pollution, pesticides, product quality, or labeling laws. 90 Estimated Efficient 4.5
Evaluate label information for accuracy and conformance to regulatory requirements. 90 Estimated Standard 3.8
Verify that hazardous chemicals are handled, stored, and disposed of in accordance with regulations. 80 Estimated Standard 4.4
Prepare data to calculate sewer service charges and capacity fees. 80 Estimated Standard 2.9
Determine the nature of code violations and actions to be taken, and issue written notices of violation, participating in enforcement hearings, as necessary. 75 Estimated Efficient 4.7
Interview individuals to determine the nature of suspected violations and to obtain evidence of violations. 75 Estimated Efficient 4.5
Learn and observe proper safety precautions, rules, regulations, and practices so that unsafe conditions can be recognized and proper safety protocols implemented. 75 Estimated Standard 4.3
Examine permits, licenses, applications, and records to ensure compliance with licensing requirements. 75 Estimated Standard 4.2
Prepare written, oral, tabular, and graphic reports summarizing requirements and regulations, including enforcement and chain of custody documentation. 75 Estimated Efficient 4.1
Determine sampling locations and methods, and collect water or wastewater samples for analysis, preserving samples with appropriate containers and preservation methods. 75 Estimated Efficient 3.9
Respond to questions and inquiries, such as those concerning service charges and capacity fees, or refer them to supervisors. 75 Estimated Efficient 3.7
Perform laboratory tests on samples collected, such as analyzing the content of contaminated wastewater. 75 Estimated Standard 3.6
Inform health professionals, property owners, and the public about harmful properties and related problems of water pollution and contaminated wastewater. 75 Estimated Standard 3.5
Conduct research on hazardous waste management projects to determine the magnitude of problems and treatment or disposal alternatives and costs. 75 Estimated Efficient 3.3
Monitor follow-up actions in cases where violations were found, and review compliance monitoring reports. 65 Estimated Efficient 4.3
Observe and record field conditions, gathering, interpreting, and reporting data such as flow meter readings and chemical levels. 65 Estimated Efficient 4.1
Review and evaluate applications for registration of products containing dangerous materials, or for pollution control discharge permits. 65 Estimated Standard 3.5
Research and perform calculations related to landscape allowances, discharge volumes, production-based and alternative limits, and wastewater strength classifications, making recommendations and completing documentation. 60 Estimated Efficient 3.6
Participate in the development of spill prevention programs and hazardous waste rules and regulations, and recommend corrective actions for hazardous waste problems. 60 Estimated Frontier 3.2
Determine which sites and violation reports to investigate, and coordinate compliance and enforcement activities with other government agencies. 50 Estimated Frontier 4.5
Research and keep informed of pertinent information and developments in areas such as EPA laws and regulations. 50 Estimated Efficient 3.7
Prepare, organize, and maintain inspection records. 20 Estimated Efficient 4.7
Inform individuals and groups of pollution control regulations and inspection findings, and explain how problems can be corrected. 20 Estimated Efficient 4.5
Inspect waste pretreatment, treatment, and disposal facilities and systems for conformance to federal, state, or local regulations. 20 Estimated Efficient 4.3
Analyze and implement state, federal or local requirements as necessary to maintain approved pretreatment, pollution prevention, and storm water runoff programs. 20 Estimated Efficient 4.0
Maintain and repair materials, work sites, and equipment. 20 Estimated Efficient 3.3

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 26 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 26 of 26. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.

The model tier this role needs

A standard-tier model or lower covers 93% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.

Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.

Wages, employment and outlook

US employment
417,070
Median annual wage
$80,730
Middle half of earners
$61,280 to $109,010
Projected change, 2024 to 2034
+3.0%

Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.

Adjacent roles

The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Environmental Compliance Inspectors and AI

Will AI replace Environmental Compliance Inspectors?

AI already handles 19 of the 26 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 61 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +3.0% from 2024 to 2034.

What is the AI exposure of Environmental Compliance Inspectors?

61 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 26 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 26 are estimated from each task's O*NET work activity.

Which Environmental Compliance Inspectors tasks can AI already do?

The tasks with the highest exposure are: Investigate complaints and suspected violations regarding illegal dumping, pollution, pesticides, product quality, or labeling laws; Evaluate label information for accuracy and conformance to regulatory requirements; Verify that hazardous chemicals are handled, stored, and disposed of in accordance with regulations. They are three of the 19 tasks that reach 60 or more.

What AI model tier does this role need?

A standard-tier model or lower covers 93% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.

How many people work as Environmental Compliance Inspectors, and what do they earn?

417,070 people in the United States, with a median annual wage of $80,730 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +3.0% from 2024 to 2034.

How to cite

Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.

JobRoute (2026). AI exposure: Environmental Compliance Inspectors. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/environmental-compliance-inspectors

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