AITakeover Tracker
20%low risk

Anesthesiologists

Physicians who administer anesthetics prior to, during, or after surgery or other medical procedures.

Higher risk than 8% of occupations

AI Impact Summary

Anesthesiologists faces low AI displacement risk with a score of 20/100. This occupation has higher AI displacement risk than 8% of all analyzed occupations. Of 20 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Anesthesiologists skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.6pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.9pt risk

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Prior Experience Needed

Work experience required to enter this job

None10%
6 months - 1 year4%
1-2 years13%
2-4 years30%
4-6 years14%
6-8 years14%
8-10 years15%

Training Provided After Hiring

How long it typically takes to learn on the job

None36%
Up to 1 month26%
1-3 months4%
6 months - 1 year4%
1-2 years9%
2-4 years7%
4-6 years15%
6-8 years1%

How AI Impacts Each Task

20 tasks analyzed

Monitor patient before, during, and after anesthesia and counteract adverse reactions or complications.

Risk: 37.0%AI: 25EstimatedTime: 20%

Record type and amount of anesthesia and patient condition throughout procedure.

Risk: 87.2%AI: 95EstimatedTime: 5%

Provide and maintain life support and airway management and help prepare patients for emergency surgery.

Risk: 9.0%AI: 0EstimatedTime: 10%

Administer anesthetic or sedation during medical procedures, using local, intravenous, spinal, or caudal methods.

Risk: 11.0%AI: 5EstimatedTime: 10%

Examine patient, obtain medical history, and use diagnostic tests to determine risk during surgical, obstetrical, and other medical procedures.

Risk: 43.0%AI: 40EstimatedTime: 10%

Position patient on operating table to maximize patient comfort and surgical accessibility.

Risk: 9.0%AI: 0EstimatedTime: 2%

Coordinate administration of anesthetics with surgeons during operation.

Risk: 19.0%AI: 10EstimatedTime: 5%

Decide when patients have recovered or stabilized enough to be sent to another room or ward or to be sent home following outpatient surgery.

Risk: 43.0%AI: 40EstimatedTime: 5%

Confer with other medical professionals to determine type and method of anesthetic or sedation to render patient insensible to pain.

Risk: 23.0%AI: 20EstimatedTime: 5%

Order laboratory tests, x-rays, and other diagnostic procedures.

Risk: 84.4%AI: 88EstimatedTime: 2%

Inform students and staff of types and methods of anesthesia administration, signs of complications, and emergency methods to counteract reactions.

Risk: 29.0%AI: 35EstimatedTime: 2%

Provide medical care and consultation in many settings, prescribing medication and treatment and referring patients for surgery.

Risk: 39.0%AI: 30EstimatedTime: 3%

Manage anesthesiological services, coordinating them with other medical activities and formulating plans and procedures.

Risk: 49.0%AI: 55EstimatedTime: 3%

Diagnose illnesses, using examinations, tests, and reports.

Risk: 45.0%AI: 45EstimatedTime: 3%

Coordinate and direct work of nurses, medical technicians, and other health care providers.

Risk: 21.0%AI: 15EstimatedTime: 4%

Schedule and maintain use of surgical suite, including operating, wash-up, waiting rooms, or anesthetic and sterilizing equipment.

Risk: 86.0%AI: 92EstimatedTime: 2%

Instruct individuals and groups on ways to preserve health and prevent disease.

Risk: 39.2%AI: 60.4ObservedTime: 2%

Conduct medical research to aid in controlling and curing disease, to investigate new medications, and to develop and test new medical techniques.

Risk: 51.0%AI: 60EstimatedTime: 2%

Place invasive intravascular monitors into patients.

Risk: 9.0%AI: 0EstimatedTime: 4%

Teach anesthesiology principles to residents.

Risk: 23.0%AI: 20EstimatedTime: 2%

Protective Factors

Total protective discount: 38.5%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityIntegrityStress ToleranceAchievement/EffortAdaptability/FlexibilitySelf ControlPersistenceAnalytical ThinkingInitiativeConcern for OthersCooperation
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Anesthesiologists professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 3 scoring runs

-6.0

overall change

Checking for existing plan...