AITakeover Tracker
29%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 30% of occupations

AI Impact Summary

Pathologists faces moderate AI displacement risk with a score of 29/100. This occupation has higher AI displacement risk than 30% of all analyzed occupations. Of 19 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

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.

AI-Augmented Skills (7)

WritingCritical ThinkingActive LearningJudgment and Decision MakingMonitoringSystems AnalysisTechnology Design

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.

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%

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: 83.2%AI: 85EstimatedTime: 10%

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

Risk: 51.0%AI: 60EstimatedTime: 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: 8%

Communicate pathologic findings to surgeons or other physicians.

Risk: 23.0%AI: 20EstimatedTime: 6%

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: 53.0%AI: 65EstimatedTime: 4%

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

Risk: 49.0%AI: 55EstimatedTime: 3%

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

Risk: 27.0%AI: 30EstimatedTime: 5%

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

Risk: 55.0%AI: 70EstimatedTime: 4%

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

Risk: 21.0%AI: 15EstimatedTime: 4%

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

Risk: 9.0%AI: 0EstimatedTime: 4%

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

Risk: 51.0%AI: 60EstimatedTime: 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: 77.2%AI: 70EstimatedTime: 3%

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

Risk: 53.0%AI: 65EstimatedTime: 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: 4%

Testify in depositions or trials as an expert witness.

Risk: 17.0%AI: 5EstimatedTime: 2%

Protective Factors

Total protective discount: 36.6%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityAnalytical ThinkingIntegrityAchievement/EffortIndependenceStress ToleranceInitiativePersistenceCooperationLeadershipAdaptability/Flexibility
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Pathologists professionals should diversify beyond them.

  • Reading Comprehension

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

  • Information Ordering

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

  • Memorization

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

  • Mathematics

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

  • Mathematics

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

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Leadership

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

  • Adaptability/Flexibility

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

  • Complex Problem Solving

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

  • Instructing

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

  • Coordination

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

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 1 scoring run

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