Takeover Tracker

vs

55 shared · 18 different

core competencies

39%medium risk
Cytotechnologists

Side-by-Side Comparison

MetricMedical and Clinical Laboratory TechniciansCytotechnologists
Risk Score38.9%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile77th78th
Tasks at Risk (>50%)8 / 157 / 14
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

MathematicsAI-Vulnerable
Interacting With Computers
Identifying Objects, Actions, and Events
Public Safety and Security
Controlling Machines and Processes
Customer and Personal Service
Chemistry
Interpreting the Meaning of Information for Others
Handling and Moving Objects
Training and Teaching Others
Processing Information
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical and Clinical Laboratory Technicians

32%

total discount

Cytotechnologists

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Medical and Clinical Laboratory Technicians

8 of 15 at risk
84%Analyze the results of tests or experiments to ensure conformity to specifications, using special mechanical or electrical devices.
84%Test raw materials, processes, or finished products to determine quality or quantity of materials or characteristics of a substance.
82%Conduct chemical analyses of body fluids, such as blood or urine, using microscope or automatic analyzer to detect abnormalities or diseases and enter findings into computer.
80%Perform quality control analyses to ensure accuracy of test results.
66%Analyze and record test data to issue reports that use charts, graphs, or narratives.

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.

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Head-to-head task automation timeline
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Combined protective factor strategy
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