Investigate the relationship between organisms and disease, including the control of epidemics and the effects of antibiotics on microorganisms.

“Investigate the relationship between organisms and disease, including the control of epidemics and the effects of antibiotics on microorganisms.” is a core task performed by Microbiologists. Among the occupation's 14 rated tasks, workers place it 8th by importance (#7 most important). About 82% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Research biological or ecological phenomena. in Getting Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.002% share of AI-use records mapped to this task
• 94% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Isolate and maintain cultures of bacteria or other microorganisms in prescribed or developed media, controlling moisture, aeration, temperature, and nutrition. · importance 4.6
• Provide laboratory services for health departments, community environmental health programs, and physicians needing information for diagnosis and treatment. · importance 4.3
• Monitor and perform tests on water, food, and the environment to detect harmful microorganisms or to obtain information about sources of pollution, contamination, or infection. · importance 4.3
• Examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens. · importance 4.3
• Supervise biological technologists and technicians and other scientists. · importance 4.2
• Use a variety of specialized equipment, such as electron microscopes, gas and high-pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence-activated cell sorters, and phosphorimagers. · importance 4.2
• Prepare technical reports and recommendations, based upon research outcomes. · importance 4.0
• Research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers. · importance 3.7
• Observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter. · importance 3.7
• Study growth, structure, development, and general characteristics of bacteria and other microorganisms to understand their relationship to human, plant, and animal health. · importance 3.6
• Study the structure and function of human, animal, and plant tissues, cells, pathogens, and toxins. · importance 3.5
• Develop new products and procedures for sterilization, food and pharmaceutical supply preservation, or microbial contamination detection. · importance 3.5
• Conduct chemical analyses of substances such as acids, alcohols, and enzymes. · importance 3.3

See all tasks on the Microbiologists page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-3678,
  title  = {Investigate the relationship between organisms and disease, including the control of epidemics and the effects of antibiotics on microorganisms.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-3678}
}