Microbiologists
Official O*NET title: Microbiologists (19-1022.00)
Also called: bacteriologist, clinical laboratory scientist, clinical microbiologist, medical technologist, microbiological analyst
Do you do this at work?
Answer each card — it takes about a minute.
Do you do this at work?
Prepare technical reports and recommendations, based upon research outcomes
Swipe right for yes, left for not me. On a keyboard: → yes, ← not me, Z undo. +2 XP per answer.
How AI is changing microbiologists work
6 of 13 measurable main tasks for this job show up in real AI-use data, so we rate it Amber (some AI use) — 46%.
This shows where people already use AI, not whether the job will disappear. How we measure this.
Tasks in this job and recorded AI use
- Prepare technical reports and recommendations, based upon research outcomes (main task) — some recorded AI use
- Examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens (main task) — some recorded AI use
- Conduct chemical analyses of substances such as acids, alcohols, and enzymes (main task) — some recorded AI use
- Study the structure and function of human, animal, and plant tissues, cells, pathogens, and toxins (main task) — some recorded AI use
- Observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter (main task) — some recorded AI use
- Investigate the relationship between organisms and disease (main task) — some recorded AI use
- Isolate and maintain cultures of bacteria or other microorganisms in prescribed or developed media, controlling moisture, aeration, temperature, and nutrition (main task) — no recorded AI use
- Provide laboratory services for health departments, community environmental health programs, and physicians needing information for diagnosis and treatment (main task) — no recorded AI use
- 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 (main task) — no recorded AI use
- Supervise biological technologists and technicians and other scientists (main task) — no recorded AI use
- Use a variety of specialized equipment (main task) — no recorded AI use
- Study growth, structure, development, and general characteristics of bacteria and other microorganisms to understand their relationship to human, plant, and animal health (main task) — no recorded AI use
- Develop new products and procedures for sterilization, food and pharmaceutical supply preservation, or microbial contamination detection (main task) — no recorded AI use
- Research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers — some recorded AI use
Tasks: O*NET 31.0. AI use: Anthropic Economic Index (exact or close text match).
Your first steps (guidance)
- Week 1: Open a free AI assistant and say hello. Follow our “Getting started with AI” guide. Ask it one simple question about your work.
- Week 2: Use AI on one task you do often. Try the prompt for: “Prepare technical reports and recommendations, based upon research outcomes”. Try the prompt for: “Examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens”.
Tick your own tasks above to get a plan based on what you really do. The first 2 weeks are free; Premium (coming soon) adds weeks 3–12. New to AI? Read our beginner’s guide.
Questions about AI and microbiologists
Will AI replace microbiologists?
Our data can’t predict job losses, and we don’t try to. What it does show: 6 of the 13 main tasks for this job match tasks people already use AI for (Anthropic Economic Index), giving a Amber rating (some AI use). Using AI on a task is not the same as AI doing the whole job, and 7 of the 14 listed tasks show no recorded AI use yet.
Which microbiologist tasks is AI used for most?
In the data, the most AI use among this job’s tasks is for: prepare technical reports and recommendations, based upon research outcomes; examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens; conduct chemical analyses of substances such as acids, alcohols, and enzymes.
Which microbiologist tasks show little or no AI use?
For example: isolate and maintain cultures of bacteria or other microorganisms in prescribed or developed media, controlling moisture, aeration, temperature, and nutrition; provide laboratory services for health departments, community environmental health programs, and physicians needing information for diagnosis and treatment; 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. These are good places to keep building your own skills.
How does this job compare to others?
In Microsoft Research’s “Working with AI” study, this job’s AI applicability score is equal to or higher than 62% of the occupations they scored. That measures overlap with AI chat use, not risk of job loss.
How can a microbiologist start learning AI?
Start small: open a free AI assistant, try it on one task you do often, and always check facts and numbers yourself. The plan on this page is guidance, not professional advice.
See how this job ranks
Microbiologists ranks #148 of 572 jobs for the share of main tasks with AI use (#1 = most), and #15 of 45 in Science & Research.
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