Environmental Science and Protection Technicians, Including Health
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 1 of 25 tasks
Calculate amount of pollutant in samples or compute air pollution or gas flow in industrial processes, using chemical and mathematical formulas.
quick to check, an existing check settles it, and a mistake is cheap · 4.0% of the role's time · $77.6M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution.
physical work, outside the screen · 6.9% of the role's time · $134M
Develop or implement programs for monitoring of environmental pollution or radiation.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 6.7% of the role's time · $131M
Prepare samples or photomicrographs for testing and analysis.
physical work, outside the screen · 6.3% of the role's time · $123M
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.
reason given most often: no existing check settles it · 6.2% of the role's time · $121M
Record test data and prepare reports, summaries, or charts that interpret test results.
reason given most often: no existing check settles it · 5.9% of the role's time · $115M · waiting on a check
Maintain files, such as hazardous waste databases, chemical usage data, personnel exposure information, or diagrams showing equipment locations.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 5.5% of the role's time · $108M · passed by Claude Sonnet · the models disagreed
Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock, to determine concentration of pollutants.
physical work, outside the screen · 5.4% of the role's time · $106M
Discuss test results and analyses with customers.
reason given most often: no existing check settles it · 5.1% of the role's time · $100M · waiting on a check
Set up equipment or stations to monitor and collect pollutants from sites, such as smoke stacks, manufacturing plants, or mechanical equipment.
physical work, outside the screen · 4.9% of the role's time · $96.3M
Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards.
physical work, outside the screen · 4.2% of the role's time · $81.4M
Calibrate microscopes or test instruments.
physical work, outside the screen · 3.9% of the role's time · $75.9M
Inspect sanitary conditions at public facilities.
physical work, outside the screen · 3.9% of the role's time · $75.6M
Make recommendations to control or eliminate unsafe conditions at workplaces or public facilities.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.7% of the role's time · $71.6M
Investigate hazardous conditions or spills or outbreaks of disease or food poisoning, collecting samples for analysis.
physical work, outside the screen · 3.4% of the role's time · $66.0M
Develop or implement site recycling or hazardous waste stream programs.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.3% of the role's time · $65.3M
Monitor emission control devices to ensure they are operating properly and comply with state and federal regulations.
physical work, outside the screen · 3.0% of the role's time · $58.7M
Perform statistical analysis of environmental data.
reason given most often: no existing check settles it · 2.8% of the role's time · $54.7M · waiting on a check
Direct activities of workers in laboratory.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.6% of the role's time · $50.8M
Analyze potential environmental impacts of production process changes, and recommend steps to mitigate negative impacts.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 2.5% of the role's time · $48.5M
Develop testing procedures.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.3% of the role's time · $44.8M
Distribute permits, closure plans, or cleanup plans.
reason given most often: no existing check settles it · 2.3% of the role's time · $44.0M · waiting on a check
Examine and analyze material for presence and concentration of contaminants, such as asbestos, using variety of microscopes.
physical work, outside the screen · 2.2% of the role's time · $43.8M
Determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $33.7M
Initiate procedures to close down or fine establishments violating environmental or health regulations.
physical work, outside the screen · 1.2% of the role's time · $22.9M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Management, Scientific, and Technical Consulting Services | 7570 | $479M | $19.1M | $0 |
| Local Government, excluding Schools and Hospitals (OEWS Designation) | 6710 | $440M | $17.5M | $0 |
| Architectural, Engineering, and Related Services | 7630 | $406M | $16.1M | $0 |
| State Government, excluding Schools and Hospitals (OEWS Designation) | 2290 | $133M | $5.3M | $0 |
| Remediation and Other Waste Management Services | 1180 | $83.8M | $3.3M | $0 |
| Colleges, Universities, and Professional Schools | 1190 | $67.0M | $2.7M | $0 |
| Scientific Research and Development Services | 1070 | $62.7M | $2.5M | $0 |
| Other Professional, Scientific, and Technical Services | 1290 | $46.9M | $1.9M | $0 |
| Social Advocacy Organizations | 740 | $43.3M | $1.7M | $0 |
| Waste Treatment and Disposal | 650 | $35.5M | $1.4M | $0 |