Microbiologists

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 1 (7%)
• AI can speed this up with extra software: 9 (64%)
• Little or no AI speed-up: 4 (29%)

• Prepare technical reports and recommendations, based upon research outcomes.AI can speed this up on its own · core task · Seen in real AI use
• Study growth, structure, development, and general characteristics of bacteria and other microorganisms to understand their relationship to human, plant, and animal health.AI can speed this up with extra software · core task
• Examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens.AI can speed this up with extra software · core task
• Provide laboratory services for health departments, community environmental health programs, and physicians needing information for diagnosis and treatment.AI can speed this up with extra software · core task
• Investigate the relationship between organisms and disease, including the control of epidemics and the effects of antibiotics on microorganisms.AI can speed this up with extra software · core task
• Supervise biological technologists and technicians and other scientists.AI can speed this up with extra software · core task
• 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.AI can speed this up with extra software · core task
• Study the structure and function of human, animal, and plant tissues, cells, pathogens, and toxins.AI can speed this up with extra software · supplemental task · Seen in real AI use
• Research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers.AI can speed this up with extra software · supplemental task
• Develop new products and procedures for sterilization, food and pharmaceutical supply preservation, or microbial contamination detection.AI can speed this up with extra software · supplemental task
• Isolate and maintain cultures of bacteria or other microorganisms in prescribed or developed media, controlling moisture, aeration, temperature, and nutrition.Little or no AI speed-up · core task
• 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.Little or no AI speed-up · core task
• Observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter.Little or no AI speed-up · core task
• Conduct chemical analyses of substances such as acids, alcohols, and enzymes.Little or no AI speed-up · supplemental task · Seen in real AI use