Takeover Tracker

vs

41 shared · 39 different

core competencies

28%medium risk
Acupuncturists

Side-by-Side Comparison

MetricPediatricians, GeneralAcupuncturists
Risk Score31.2%27.5%
Risk TierMedium RiskMedium Risk
Risk Percentile46th27th
Tasks at Risk (>50%)7 / 159 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Science
MathematicsAI-Vulnerable
Oral Expression
Oral Comprehension
Problem Sensitivity
Reading ComprehensionAI-Vulnerable
Inductive Reasoning
Training and Teaching Others
Monitor Processes, Materials, or Surroundings
Computers and Electronics
English Language
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Pediatricians, General

36%

total discount

Acupuncturists

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pediatricians, General

7 of 15 at risk
65%Collect, record, and maintain patient information, such as medical history, reports, or examination results.
54%Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.
53%Monitor patients' conditions and progress and reevaluate treatments as necessary.
52%Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.
52%Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.

Acupuncturists

9 of 15 at risk
87%Maintain detailed and complete records of health care plans and prognoses.
77%Adhere to local, state and federal laws, regulations and statutes.
74%Maintain and follow standard quality, safety, environmental and infection control policies and procedures.
55%Assess patients' general physical appearance to make diagnoses.
55%Consider Western medical procedures in health assessment, health care team communication, and care referrals.

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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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