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Occupation · 2026 assessment

Epidemiologist

The Epidemiologist 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.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

24%2026
30%2028
37%2030
46%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 data27%
Checking drug interactions and protocols31%
Clinical decisions and patient accountability3%
Completing medical records38%
Initial triage of cases28%
Analyzing images and laboratory indicators29%
Drafting care or treatment options22%
Physical examination, procedure or direct care15%

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 27% · human 76%
  2. 2Checking drug interactions and protocolsAI 31% · human 72%
  3. 3Clinical decisions and patient accountabilityAI 3% · human 89%
  4. 4Completing medical recordsAI 38% · human 71%
  5. 5Initial triage of casesAI 28% · human 79%
  6. 6Analyzing images and laboratory indicatorsAI 29% · human 83%
  7. 7Drafting care or treatment optionsAI 22% · human 77%
  8. 8Physical examination, procedure or direct careAI 15% · human 85%

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
  • 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 450per month
2035$11 400scenario estimate
2026: $8 45020262027: $8 75020272028: $9 05020282029: $9 35020292030: $9 65020302031: $10 00020312032: $10 35020322033: $10 70020332034: $11 05020342035: $11 4002035
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%

Clinical AI Implementation Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Medical AI Safety Officer

Emerging role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Clinical Genomics Coordinator

Emerging role
New role risk12%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Computational Pathology Specialist

Emerging role
New role risk15%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Rehabilitation Robotics Specialist

Emerging role
New role risk8%
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 87% · 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
CurrentEpidemiologist · 24%
→
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.