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Occupation · 2026 assessment

Neurosurgery Medical Consultant

The Neurosurgery Medical Consultant 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.

26%2026
32%2028
39%2030
48%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 data29%
Checking drug interactions and protocols33%
Clinical decisions and patient accountability3%
Completing medical records40%
Initial triage of cases30%
Analyzing images and laboratory indicators31%
Drafting care or treatment options24%
Physical examination, procedure or direct care17%

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 29% · human 74%
  2. 2Checking drug interactions and protocolsAI 33% · human 70%
  3. 3Clinical decisions and patient accountabilityAI 3% · human 87%
  4. 4Completing medical recordsAI 40% · human 69%
  5. 5Initial triage of casesAI 30% · human 77%
  6. 6Analyzing images and laboratory indicatorsAI 31% · human 81%
  7. 7Drafting care or treatment optionsAI 24% · human 75%
  8. 8Physical examination, procedure or direct careAI 17% · human 83%

Why technology can change this work

  • AI rapidly prepares briefs, solution options and comparisons
  • 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

  • diagnosing the client's real problem and owning the advice's applicability
  • informed consent and treatment accountability
  • a large share of value comes from human judgement, trust or personal 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$9 100per month
2035$12 300scenario estimate
2026: $9 10020262027: $9 40020272028: $9 75020282029: $10 05020292030: $10 40020302031: $10 75020312032: $11 10020322033: $11 50020332034: $11 90020342035: $12 3002035
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.

General Practitioner

Established resilient role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Digital Therapeutics Designer

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Clinical AI Implementation Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Medical AI Safety Officer

Emerging role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Clinical Genomics Coordinator

Emerging role
New role risk12%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Computational Pathology Specialist

Emerging role
New role risk15%
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 85% · risk 14%

Search jobs ↗

Skills you already have

  • problem discovery
  • solution presentation
  • stakeholder work
  • differential diagnosis
  • medical-risk communication
  • clinical reasoning

Skills to build

  • AI-assisted consulting
  • change design and implementation
  • clinical AI validation
  • data-driven medicine
  • medical AI systems
  • data interpretation
CurrentNeurosurgery Medical Consultant · 26%
→
Keepproblem discovery · solution presentation · stakeholder work
→
AddAI-assisted consulting · change design and implementation · clinical AI validation

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.