Takeover Tracker

23%low risk
Midwives
vs

47 shared · 35 different

core competencies

25%low risk
Dermatologists

Side-by-Side Comparison

MetricMidwivesDermatologists
Risk Score23.3%24.9%
Risk TierLow RiskLow Risk
Risk Percentile15th19th
Tasks at Risk (>50%)2 / 154 / 15
Median Salary$64,030N/A
Employment37KN/A

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Customer and Personal Service
Performing for or Working Directly with the Public
Interpreting the Meaning of Information for Others
Sociology and Anthropology
Performing General Physical Activities
Therapy and Counseling
Clerical
Monitor Processes, Materials, or Surroundings
Developing Objectives and Strategies
Resolving Conflicts and Negotiating with Others
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Midwives

37%

total discount

Dermatologists

36%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Midwives

2 of 15 at risk
86%Maintain documentation of all patients' contacts, reviewing and updating records as necessary.
51%Identify, monitor, or treat pregnancy-related problems such as hypertension, gestational diabetes, pre-term labor, or retarded fetal growth.
49%Conduct ongoing prenatal health assessments, tracking changes in physical and emotional health.
45%Identify tubal and ectopic pregnancies and refer patients for treatments.
43%Establish and follow emergency or contingency plans for mothers and newborns.

Dermatologists

4 of 15 at risk
86%Record patients' health histories.
54%Conduct complete skin examinations.
51%Refer patients to other specialists, as needed.
50%Recommend diagnostic tests based on patients' histories and physical examination findings.
49%Diagnose and treat pigmented lesions such as common acquired nevi, congenital nevi, dysplastic nevi, Spitz nevi, blue nevi, or melanoma.

Wage Comparison

MidwivesDermatologists
10th
$37,220N/A
25th
$45,250N/A
Median
$64,030N/A
75th
$91,000N/A
90th
$127,340N/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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Midwives: Not yetDermatologists: Not yet