Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

54.3%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Physicians, Pathologists

They study body tissues and fluids to diagnose diseases, helping doctors understand what's wrong with patients so they can get the right treatment.

This role is evolving

The career of a pathologist is labeled as "Evolving" because AI tools are increasingly being integrated to help with tasks like analyzing tissue slides and reading pathology reports. These technologies speed up routine work and improve accuracy, but they don't replace the need for human judgment in diagnosing diseases and deciding on treatments.

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Learn more about how you can thrive in this position

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Chat with Coach
Latest news
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This role is evolving

The career of a pathologist is labeled as "Evolving" because AI tools are increasingly being integrated to help with tasks like analyzing tissue slides and reading pathology reports. These technologies speed up routine work and improve accuracy, but they don't replace the need for human judgment in diagnosing diseases and deciding on treatments.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Changing fast iconChanging fast

19.9%

19.9%

Microsoft's Working with AI

AI Applicability

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Evolving iconEvolving

60.5%

60.5%

Anthropic's Observed Exposure

AI Resilience

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Evolving iconEvolving

37.7%

37.7%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

65.7%

65.7%

Althoff & Reichardt

Economic Growth

Learn about this score
Stable iconStable

88.1%

88.1%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

4.2%

Growth Percentile:

65.4%

Annual Openings:

400

Annual Openings Pct:

3.9%

Analysis of Current AI Resilience

Physicians, Pathologists

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Pathologists’ work is already being helped by AI tools. For example, new digital pathology scanners can take high-resolution images of tissue slides and use AI “to assist, augment and empower” doctors in spotting disease . These systems can highlight suspicious cells or patterns on a slide so a pathologist can review them more quickly and accurately.

Other AI tools work with pathology reports: one study found that a generative AI (like ChatGPT) could read free‐text cancer pathology reports and extract structured information almost perfectly, reducing time spent writing reports [1]. In each case, the AI speeds up routine parts of the job, but it does not make the final decision. Pathologists still check the results – for example, confirming any cancer diagnosis and deciding treatment – because medical problems are complex and need human judgment.

Tasks like supervising lab staff, talking with doctors or teaching students still rely on human skills (empathy, teamwork, experience) that AI cannot replace .

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AI Adoption

AI in the real world

Some AI tools in pathology are now approved for use. The U.S. Food and Drug Administration (FDA) has allowed digital slide scanners for primary diagnosis and even approved an AI cancer‐detection algorithm for prostate biopsies . This means hospitals can use these tools under strict rules.

On the other hand, adoption is cautious. Advanced lab machines and AI software are expensive to buy and hard to integrate into a hospital’s workflow. Doctors and regulators also worry about trust and accountability – for example, who is at fault if an AI makes an error .

Because of this, many clinics start by using AI only as a “second reader” or a check, with the human pathologist making the real call. In time, as more evidence shows that AI can improve speed or accuracy, wider adoption is likely. For now, AI is seen as a helpful assistant, but the human pathologist stays in charge of the final diagnosis .

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More Career Info

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

95% ResilienceSupplemental

Testify in depositions or trials as an expert witness.

2

90% ResilienceCore Task

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

3

90% ResilienceSupplemental

Perform autopsies to determine causes of deaths.

4

85% ResilienceCore Task

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

5

80% ResilienceCore Task

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

6

75% ResilienceSupplemental

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

7

70% ResilienceCore Task

Manage medical laboratories.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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