AITakeover Tracker
29%medium risk

Microbiologists

Investigate the growth, structure, development, and other characteristics of microscopic organisms, such as bacteria, algae, or fungi. Includes medical microbiologists who study the relationship between organisms and disease or the effects of antibiotics on microorganisms.

Higher risk than 34% of occupations

AI Impact Summary

Microbiologists faces moderate AI displacement risk with a score of 29/100. This occupation has higher AI displacement risk than 34% of all analyzed occupations. Of 14 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

WritingCritical ThinkingActive LearningMonitoringJudgment and Decision MakingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Microbiologists skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.7pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.7pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.6pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Associate's Degree4%
Bachelor's Degree48%
Master's Degree17%
Doctoral/Professional Degree13%
Level 94%
Level 114%
Level 129%

Prior Experience Needed

Work experience required to enter this job

None22%
1-3 months4%
3-6 months4%
6 months - 1 year13%
1-2 years35%
2-4 years9%
4-6 years4%
6-8 years4%
8-10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None4%
Up to 1 month9%
1-3 months13%
3-6 months17%
6 months - 1 year39%
1-2 years17%

How AI Impacts Each Task

14 tasks analyzed

Isolate and maintain cultures of bacteria or other microorganisms in prescribed or developed media, controlling moisture, aeration, temperature, and nutrition.

Risk: 34.3%AI: 63.32ObservedTime: 10%

Study growth, structure, development, and general characteristics of bacteria and other microorganisms to understand their relationship to human, plant, and animal health.

Risk: 51.0%AI: 60EstimatedTime: 12%

Examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens.

Risk: 48.8%AI: 54.5ObservedTime: 12%

Provide laboratory services for health departments, for community environmental health programs, and for physicians needing information for diagnosis and treatment.

Risk: 27.0%AI: 30EstimatedTime: 8%

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

Risk: 47.6%AI: 51.48ObservedTime: 10%

Prepare technical reports and recommendations based upon research outcomes.

Risk: 72.8%AI: 58.88ObservedTime: 8%

Supervise biological technologists and technicians and other scientists.

Risk: 21.0%AI: 15EstimatedTime: 8%

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.

Risk: 49.0%AI: 40EstimatedTime: 8%

Use a variety of specialized equipment such as electron microscopes, gas chromatographs and high pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence activated cell sorters and phosphorimagers.

Risk: 13.0%AI: 10EstimatedTime: 6%

Study the structure and function of human, animal, and plant tissues, cells, pathogens and toxins.

Risk: 51.0%AI: 60EstimatedTime: 5%

Research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers.

Risk: 51.8%AI: 61.95ObservedTime: 4%

Develop new products and procedures for sterilization, food and pharmaceutical supply preservation, or microbial contamination detection.

Risk: 47.0%AI: 50EstimatedTime: 4%

Observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter.

Risk: 49.3%AI: 55.65ObservedTime: 3%

Conduct chemical analyses of substances such as acids, alcohols, and enzymes.

Risk: 54.7%AI: 54.23ObservedTime: 2%

Protective Factors

Total protective discount: 33.4%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailIntegrityAnalytical ThinkingDependabilityCooperationPersistenceAdaptability/FlexibilityInitiativeAchievement/EffortIndependenceStress ToleranceSelf Control

Wage & Employment (2024)

Median Wage

$87,330

per year

Mean Wage

$95,200

per year

Employment

20K

workers

Wage Range

$51,220 - $150,650

10th - 90th pct

Wage Distribution

$51,220Median: $87,330$150,650
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Microbiologists professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Instructing

    Instructing is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+0.2

overall change

Checking for existing plan...