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Occupation · 2026 assessment

Vrach-mikolog

Vrach-mikolog is an occupation responsible for diagnosis, treatment or patient care within a defined clinical specialty. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

25%2026
28%2028
32%2030
38%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 data52%
Checking drug interactions and protocols50%
Clinical decisions and patient accountability3%
Completing medical records57%
Initial triage of cases48%
Analyzing images and laboratory indicators54%
Drafting care or treatment options42%
Physical examination, procedure or direct care6%

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 52% · human 73%
  2. 2Checking drug interactions and protocolsAI 50% · human 71%
  3. 3Clinical decisions and patient accountabilityAI 3% · human 94%
  4. 4Completing medical recordsAI 57% · human 70%
  5. 5Initial triage of casesAI 48% · human 78%
  6. 6Analyzing images and laboratory indicatorsAI 54% · human 80%
  7. 7Drafting care or treatment optionsAI 42% · human 75%
  8. 8Physical examination, procedure or direct careAI 6% · human 93%

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 650per month
2035$15 400scenario estimate
2026: $10 65020262027: $11 10020272028: $11 55020282029: $12 05020292030: $12 55020302031: $13 05020312032: $13 60020322033: $14 20020332034: $14 80020342035: $15 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.

General Practitioner

Established resilient role
New role risk20%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Rehabilitation Robotics Specialist

Emerging role
New role risk8%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Remote Care Coordinator

Emerging role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

AI Evaluation Engineer

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

Digital Therapeutics Designer

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Clinical AI Implementation Specialist

Emerging role
New role risk14%
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 81% · 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
CurrentVrach-mikolog · 25%
→
Keepdifferential diagnosis · medical-risk communication · clinical reasoning
→
Addclinical AI validation · data-driven medicine · medical AI systems

Sources and update

Updated: 2026-09-26 · 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.