Takeover Tracker

25%low risk
Dermatologists
vs

57 shared · 18 different

core competencies

22%low risk
Orthoptists

Side-by-Side Comparison

MetricDermatologistsOrthoptists
Risk Score24.9%21.7%
Risk TierLow RiskLow Risk
Risk Percentile19th11th
Tasks at Risk (>50%)4 / 154 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Medicine and Dentistry
Provide Consultation and Advice to Others
Biology
Performing for or Working Directly with the Public
Establishing and Maintaining Interpersonal Relationships
Monitor Processes, Materials, or Surroundings
Performing Administrative Activities
Administration and Management
Judging the Qualities of Things, Services, or People
Interpreting the Meaning of Information for Others
Evaluating Information to Determine Compliance with Standards
Guiding, Directing, and Motivating Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Dermatologists

36%

total discount

Orthoptists

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Orthoptists

4 of 15 at risk
82%Refer patients to ophthalmic surgeons or other physicians.
70%Prepare diagnostic or treatment reports for other medical practitioners or therapists.
53%Participate in clinical research projects.
52%Interpret clinical or diagnostic test results.
45%Develop nonsurgical treatment plans for patients with conditions such as strabismus, nystagmus, and other visual disorders.

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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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Dermatologists: Not yetOrthoptists: Not yet