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Occupation · 2026 assessment

General Practitioner

The General Practitioner role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Very low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

19%2026
23%2028
27%2030
35%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Drafting a preliminary assessment from patient data56%
Checking drug interactions and protocols51%
Clinical decisions and patient accountability4%
Completing medical records58%
Initial triage of cases52%
Analyzing images and laboratory indicators58%
Drafting care or treatment options46%
Physical examination, procedure or direct care4%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Drafting a preliminary assessment from patient dataAI 56% · human 70%
  2. 2Checking drug interactions and protocolsAI 51% · human 69%
  3. 3Clinical decisions and patient accountabilityAI 4% · human 92%
  4. 4Completing medical recordsAI 58% · human 67%
  5. 5Initial triage of casesAI 52% · human 74%
  6. 6Analyzing images and laboratory indicatorsAI 58% · human 76%
  7. 7Drafting care or treatment optionsAI 46% · human 72%
  8. 8Physical examination, procedure or direct careAI 4% · human 92%

Why technology can change this work

  • decision-support systems suggest diagnostic hypotheses and check prescriptions
  • AI accelerates analysis of images, records and laboratory indicators
  • documentation and preliminary triage can be automated
  • decision-support systems compare symptoms with large datasets

What protects the occupation

  • informed consent and treatment accountability
  • clinical accountability and high cost of error
  • a large share of value comes from human judgement, trust or personal accountability
  • the physical environment is too variable for near-term full robotics automation
  • physical examination, procedures and care
  • patient trust and holistic assessment

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$10 700per month
2035$15 450scenario estimate
2026: $10 70020262027: $11 15020272028: $11 60020282029: $12 10020292030: $12 60020302031: $13 15020312032: $13 70020322033: $14 25020332034: $14 85020342035: $15 4502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Data Analyst

Established resilient role
New role risk51%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Product Manager

Established resilient role
New role risk31%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

AI Application Engineer

Established resilient role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Nurse

Established resilient role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Rehabilitation Robotics Specialist

Emerging role
New role risk8%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Remote Care Coordinator

Emerging role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Skills you already have

  • differential diagnosis
  • medical-risk communication
  • clinical reasoning
  • patient care
  • risk assessment
  • medical protocol compliance

Skills to build

  • clinical AI validation
  • data-driven medicine
  • medical AI systems
  • data interpretation
  • digital patient safety
  • validation of algorithmic recommendations
CurrentGeneral Practitioner · 19%
→
Keepdifferential diagnosis · medical-risk communication · clinical reasoning
→
Addclinical AI validation · data-driven medicine · medical AI systems

Sources and update

Updated: 2026-09-25 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.