Takeover Tracker

29%medium risk
Microbiologists
vs

31 shared · 51 different

core competencies

39%medium risk
Cytotechnologists

Side-by-Side Comparison

MetricMicrobiologistsCytotechnologists
Risk Score29.1%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile34th78th
Tasks at Risk (>50%)5 / 147 / 14
Median Salary$87,330N/A
Employment20KN/A

Skill Comparison

|

Sorted by largest difference

Science
Interpreting the Meaning of Information for Others
Thinking Creatively
Written Expression
Fluency of Ideas
WritingAI-Augmented
Originality
Training and Teaching Others
MathematicsAI-Vulnerable
Scheduling Work and Activities
Category Flexibility
Inductive Reasoning

Protective Factors

Higher values indicate stronger protection against AI displacement

Microbiologists

33%

total discount

Cytotechnologists

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Microbiologists

5 of 14 at risk
73%Prepare technical reports and recommendations based upon research outcomes.
55%Conduct chemical analyses of substances such as acids, alcohols, and enzymes.
52%Research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers.
51%Study growth, structure, development, and general characteristics of bacteria and other microorganisms to understand their relationship to human, plant, and animal health.
51%Study the structure and function of human, animal, and plant tissues, cells, pathogens and toxins.

Cytotechnologists

7 of 14 at risk
87%Document specimens by verifying patients' and specimens' information.
87%Perform karyotyping or organizing of chromosomes according to standardized ideograms.
85%Provide patient clinical data or microscopic findings to assist pathologists in the preparation of pathology reports.
84%Submit slides with abnormal cell structures to pathologists for further examination.
69%Maintain effective laboratory operations by adhering to standards of specimen collection, preparation, or laboratory safety.

Wage Comparison

MicrobiologistsCytotechnologists
10th
$51,220N/A
25th
$63,920N/A
Median
$87,330N/A
75th
$120,750N/A
90th
$150,650N/A

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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