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Healthcare · Updated Aug 2026

Physicians, Pathologists

Diagnose diseases and conduct lab tests using organs, body tissues, and fluids. Includes medical examiners.

JVS 2.0.0-phase4b
AI Exposure
60/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
51/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence84/100
Task coverage88%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Diagnose diseases or study medical conditions, using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, or molecular biology.High
70
Write pathology reports summarizing analyses, results, and conclusions.High
67
Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.High
68
Communicate pathologic findings to surgeons or other physicians.High
68
Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology.High
66
Consult with physicians about ordering and interpreting tests or providing treatments.High
68
Analyze and interpret results from tests, such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (FNAs), and polymerase chain reactions (PCRs).High
65
Examine microscopic samples to identify diseases or other abnormalities.High
26
Review cases by analyzing autopsies, laboratory findings, or case investigation reports.High
67
Diagnose infections, such as Hepatitis B and Acquired Immune Deficiency Syndrome (AIDS), by conducting tests to detect the antibodies that patients' immune systems make to fight such infections.Medium
55
Obtain specimens by performing procedures, such as biopsies or fine needle aspirations (FNAs) of superficial nodules.Medium
68
Plan and supervise the work of the pathology staff, residents, or visiting pathologists.Medium
58
Educate physicians, students, and other personnel in medical laboratory professions, such as medical technology, cytotechnology, or histotechnology.Medium
55
Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.Medium
49
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Diagnose diseases or study medical conditions, using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, or molecular biology.70
  2. Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.68
  3. Communicate pathologic findings to surgeons or other physicians.68
  4. Consult with physicians about ordering and interpreting tests or providing treatments.68
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Examine microscopic samples to identify diseases or other abnormalities.01
  2. Write pathology reports summarizing analyses, results, and conclusions.02
  3. Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.03
  4. Communicate pathologic findings to surgeons or other physicians.04
  5. Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency63
Physical dependency40
Adoption pressure64
Labour-market resilience64
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence84/100
CalculatedAug 21, 2026
Read methodology →