Will AI replace Microbiologists?

AI can do 61% of the work Microbiologists do at least twice as fast. People already use it for 1 of their 14 tasks, while 8 more are ready but barely used so far. Robots can technically handle 4 physical tasks. 1 still needs a person.

AI is already doing this1 · 8% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens.Mostly automated8% of time

AI could do this next8 · 53% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Prepare technical reports and recommendations, based upon research outcomes.12% of time
  • 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.9% of time
  • Study growth, structure, development, and general characteristics of bacteria and other microorganisms to understand their relationship to human, plant, and animal health.8% of time
  • Provide laboratory services for health departments, community environmental health programs, and physicians needing information for diagnosis and treatment.7% of time
  • Investigate the relationship between organisms and disease, including the control of epidemics and the effects of antibiotics on microorganisms.7% of time
  • Study the structure and function of human, animal, and plant tissues, cells, pathogens, and toxins.4% of time
  • Develop new products and procedures for sterilization, food and pharmaceutical supply preservation, or microbial contamination detection.4% of time
  • Research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers.3% of time

Robots can technically do this4 · 31% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Isolate and maintain cultures of bacteria or other microorganisms in prescribed or developed media, controlling moisture, aeration, temperature, and nutrition.Robots: purpose built settings15% of time
  • 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.Robots: purpose built settings9% of time
  • Conduct chemical analyses of substances such as acids, alcohols, and enzymes.Robots: purpose built settings4% of time
  • Observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter.Robots: purpose built settings3% of time

Still needs a person1 · 8% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Supervise biological technologists and technicians and other scientists.8% of time

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What this means

AI can do most of this work faster, but a real part of the job still needs a person. Real use is still behind at 7 out of 100, so the change here is only getting started. The people who learn which tasks to hand off will pull ahead.

What to do next

  • Do the 1 task AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 8 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 4 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 1 task that stay human. This is where your judgment, skill and relationships matter most.

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