Research environmental impact of industrial or development activities
Most of the output can be produced by software today.
An agent can find, read and summarise the sources this work depends on, and it can cover far more of them than a person would ever open. What it does not do is decide which sources deserve trust, or what the findings mean for your situation.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Research and retrieval work |
| Jobs that do it | 9 occupations |
| Tool categories that apply | Web, data and docs, Generalist agents |
| O*NET activity | Getting Information (4.A.1.a.1) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 9 occupations that perform it.
- Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry.
- Research environmental effects of present and potential uses of land and water areas, determining methods of improving environmental conditions or such outputs as crop yields.
- Estimate or predict the effects of global warming over time for specific geographic regions.
- Research sources of pollution to determine their effects on the environment and to develop theories or methods of pollution abatement or control.
- Conduct environmental impact studies to examine the ecological effects of pollutants, disease, human activities, nature, and climate change.
- Review industrial practices, such as the methods and materials used in construction or production, to identify potential liabilities and environmental hazards.
- Examine the exhaustibility of natural resources or the long-term costs of environmental rehabilitation.
- Analyze potential environmental impacts of production process changes, and recommend steps to mitigate negative impacts.
- Assess the environmental impacts of development projects on subsurface materials.
- Research the impact of industrial projects or pollution on climate, air quality, or weather phenomena.
- Analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects.
- Research sources of pollution to determine environmental impact or to develop methods of pollution abatement or control.
- Conduct research to study the relationships among environmental problems and patterns of economic production and consumption.
- Investigate and report on accidents affecting the environment.
- Analyze changes designed to improve the environmental performance of complex systems and avoid unintended negative consequences.
- Evaluate the effectiveness of industrial ecology programs, using statistical analysis and applications.
- Identify environmental impacts caused by products, systems, or projects.
- Identify or compare the component parts or relationships between the parts of industrial, social, and natural systems.
What we would actually use
One recommendation rather than a shortlist, because a shortlist is just your problem handed back. This is what we would buy for research and retrieval work, and what it costs.
Research is the one shape of work that needs no integration at all, so a single $20 assistant with browsing is the whole stack. Add a crawler only once you are pulling hundreds of pages on a schedule rather than reading a few.
Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.
The rest of the category
Context, not alternatives to weigh up. We name the layer rather than promise a named product does your specific task.
Generalist agents
Matched from the kind of work, not from vendor marketing. Check any of them can reach the system your records actually live in — that connection, not the model, is where these projects stall.
How people actually do it
No workflow names this activity yet, but these automate the same kind of work, with the prompts to paste and what to keep for yourself.
Who does this work
9 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Atmospheric and Space Scientists
- Biologists
- Environmental Economists
- Environmental Restoration Planners
- Environmental Science and Protection Technicians, Including Health
- Environmental Scientists and Specialists, Including Health
- Geological Technicians, Except Hydrologic Technicians
- Industrial Ecologists
- Zoologists and Wildlife Biologists
Work that goes with it
O*NET groups these under “Investigate the environmental impact of industrial or development activities”. In practice they tend to be done by the same person, in the same sitting.
Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.