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Occupation · 2026 assessment

Radiologist

The Radiologist 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.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

41%2026
46%2028
51%2030
58%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 data44%
Checking drug interactions and protocols48%
Clinical decisions and patient accountability18%
Completing medical records55%
Initial triage of cases45%
Analyzing images and laboratory indicators46%
Drafting care or treatment options39%
Physical examination, procedure or direct care32%

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 44% · human 59%
  2. 2Checking drug interactions and protocolsAI 48% · human 55%
  3. 3Clinical decisions and patient accountabilityAI 18% · human 73%
  4. 4Completing medical recordsAI 55% · human 54%
  5. 5Initial triage of casesAI 45% · human 62%
  6. 6Analyzing images and laboratory indicatorsAI 46% · human 66%
  7. 7Drafting care or treatment optionsAI 39% · human 60%
  8. 8Physical examination, procedure or direct careAI 32% · human 68%

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
  • 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$8 700per month
2035$11 750scenario estimate
2026: $8 70020262027: $9 00020272028: $9 30020282029: $9 60020292030: $9 95020302031: $10 30020312032: $10 65020322033: $11 00020332034: $11 35020342035: $11 7502035
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.

Nurse

Established resilient role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

AI Evaluation Engineer

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Digital Therapeutics Designer

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Clinical AI Implementation Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Medical AI Safety Officer

Emerging role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Clinical Genomics Coordinator

Emerging role
New role risk12%
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.

Clinical AI Implementation Specialist

Skill fit 83% · risk 14%

Search jobs ↗

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
CurrentRadiologist · 41%
→
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.