Takeover Tracker
30%medium risk

Pathologists

Diagnose presence and stage of diseases using laboratory techniques and patient specimens. Study the nature, cause, and development of diseases. May perform autopsies.

Higher risk than 39% of occupations
Checking for existing plan...

How AI Impacts Each Task

19 tasks analyzed

Examine microscopic samples to identify diseases or other abnormalities.

Risk: 49.4%AI: 55.97ObservedTime: 12%

Diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, or molecular biology.

Risk: 46.9%AI: 49.85ObservedTime: 12%

Write pathology reports summarizing analyses, results, and conclusions.

Risk: 85.2%AI: 90EstimatedTime: 10%

Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.

Risk: 55.0%AI: 70EstimatedTime: 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).

Risk: 42.0%AI: 37.38ObservedTime: 10%

Communicate pathologic findings to surgeons or other physicians.

Risk: 27.0%AI: 30EstimatedTime: 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.

Risk: 51.0%AI: 60EstimatedTime: 5%

Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology.

Risk: 51.0%AI: 60EstimatedTime: 3%

Consult with physicians about ordering and interpreting tests or providing treatments.

Risk: 29.0%AI: 35EstimatedTime: 5%

Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.

Risk: 57.0%AI: 75EstimatedTime: 4%

Plan and supervise the work of the pathology staff, residents or visiting pathologists.

Risk: 23.0%AI: 20EstimatedTime: 4%

Obtain specimens by performing procedures such as biopsies or fine need aspirations (FNAs) of superficial nodules.

Risk: 13.0%AI: 10EstimatedTime: 3%

Review cases by analyzing autopsies, laboratory findings, or case investigation reports.

Risk: 53.0%AI: 65EstimatedTime: 4%

Educate physicians, students, and other personnel in medical laboratory professions such as medical technology, cytotechnology, or histotechnology.

Risk: 36.3%AI: 53.33ObservedTime: 3%

Manage medical laboratories.

Risk: 73.2%AI: 60EstimatedTime: 3%

Develop or adopt new tests or instruments to improve diagnosis of diseases.

Risk: 51.0%AI: 60EstimatedTime: 2%

Conduct research and present scientific findings.

Risk: 51.6%AI: 61.4ObservedTime: 2%

Perform autopsies to determine causes of deaths.

Risk: 11.0%AI: 5EstimatedTime: 3%

Testify in depositions or trials as an expert witness.

Risk: 15.0%AI: 0EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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)

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Pathologists skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.4pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.1pt risk

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

+1.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Level 101%
Level 1142%
Level 1256%

Prior Experience Needed

Work experience required to enter this job

None16%
1-2 years3%
2-4 years6%
4-6 years62%
8-10 years13%

Training Provided After Hiring

How long it typically takes to learn on the job

None18%
Up to 1 month23%
1-3 months17%
3-6 months15%
6 months - 1 year13%
1-2 years13%
4-6 years1%

Related News

Recent articles about AI affecting this occupation

5 articles

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.

Wired AIyesterday

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.

MobiHealthNewsyesterday

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.

Bloomberg TechnologyApr 16

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.

Healthcare IT NewsApr 16

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.

Healthcare IT NewsApr 8

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis