Pathologists
Diagnose presence and stage of diseases using laboratory techniques and patient specimens. Study the nature, cause, and development of diseases. May perform autopsies.
How AI Impacts Each Task
19 tasks analyzed
Examine microscopic samples to identify diseases or other abnormalities.
Diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, or molecular biology.
Write pathology reports summarizing analyses, results, and conclusions.
Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.
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).
Communicate pathologic findings to surgeons or other physicians.
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.
Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology.
Consult with physicians about ordering and interpreting tests or providing treatments.
Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.
Plan and supervise the work of the pathology staff, residents or visiting pathologists.
Obtain specimens by performing procedures such as biopsies or fine need aspirations (FNAs) of superficial nodules.
Review cases by analyzing autopsies, laboratory findings, or case investigation reports.
Educate physicians, students, and other personnel in medical laboratory professions such as medical technology, cytotechnology, or histotechnology.
Manage medical laboratories.
Develop or adopt new tests or instruments to improve diagnosis of diseases.
Conduct research and present scientific findings.
Perform autopsies to determine causes of deaths.
Testify in depositions or trials as an expert witness.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Examine microscopic samples to identify diseases or other abnormalities. | 55.97Observed | 49.4% | 12% | |
| Diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, or molecular biology. | 49.85Observed | 46.9% | 12% | |
| Write pathology reports summarizing analyses, results, and conclusions. | 90Estimated | 85.2% | 10% | |
| Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases. | 70Estimated | 55.0% | 8% | |
| 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). | 37.38Observed | 42.0% | 10% | |
| Communicate pathologic findings to surgeons or other physicians. | 30Estimated | 27.0% | 5% | |
| 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. | 60Estimated | 51.0% | 5% | |
| Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology. | 60Estimated | 51.0% | 3% | |
| Consult with physicians about ordering and interpreting tests or providing treatments. | 35Estimated | 29.0% | 5% | |
| Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples. | 75Estimated | 57.0% | 4% | |
| Plan and supervise the work of the pathology staff, residents or visiting pathologists. | 20Estimated | 23.0% | 4% | |
| Obtain specimens by performing procedures such as biopsies or fine need aspirations (FNAs) of superficial nodules. | 10Estimated | 13.0% | 3% | |
| Review cases by analyzing autopsies, laboratory findings, or case investigation reports. | 65Estimated | 53.0% | 4% | |
| Educate physicians, students, and other personnel in medical laboratory professions such as medical technology, cytotechnology, or histotechnology. | 53.33Observed | 36.3% | 3% | |
| Manage medical laboratories. | 60Estimated | 73.2% | 3% | |
| Develop or adopt new tests or instruments to improve diagnosis of diseases. | 60Estimated | 51.0% | 2% | |
| Conduct research and present scientific findings. | 61.4Observed | 51.6% | 2% | |
| Perform autopsies to determine causes of deaths. | 5Estimated | 11.0% | 3% | |
| Testify in depositions or trials as an expert witness. | 0Estimated | 15.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation

AI Set to Transform Medical Diagnosis and Healthcare Roles
Artificial intelligence is poised to overhaul how medical professionals diagnose and treat drug-resistant infections, shifting the daily responsibilities of doctors. However, a lack of financial incentives is currently stalling the clinical rollout.

New zero-training pathology AI automates cancer slide analysis
HKUST researchers launched a diagnostic system capable of identifying multiple cancer types from raw slides without prior fine-tuning. This zero-shot capability could drastically reduce the routine visual workload for clinical pathologists.

AI Cancer Detection Tools Shift the Daily Work of Oncologists
C the Signs CEO Dr. Bea Bakshi outlined how early-stage cancer detection is increasingly relying on algorithmic assistance. Medical professionals will likely see their diagnostic workflows evolve as these systems augment traditional screening methods.

Mount Sinai uses AI to enhance the speed of genomic testing
The hospital network is partnering with Sophia Genetics to deploy a cloud-native platform that streamlines pathology workflows. This automation will fundamentally change the daily tasks of lab technicians.

AI Diagnostic Tools Challenge Pathologists on Cancer Accuracy
Caris Life Sciences proved their AI model can successfully identify lung cancer misdiagnoses that human doctors missed. This signals a rapid shift in pathology workflows, where algorithms may soon become mandatory second opinions or primary screeners.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis