Gini Loh System Tools

AI Automation Index

Will AI Replace Nurse Anesthetists?

Task-level automation exposure for Nurse Anesthetists: 24 O*NET tasks scored against their work activities, plus the simulator.

E-E-A-T Verified
Developed & audited by Gini Loh

Automation Exposure

26% weighted task index

24 of 24 tasks scored

Median Salary

$236,590 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Medium

51,840 people hold this job — size, not growth

Projected 2025–35

+9.7% employment change

2,400 openings a year · BLS line item

Pay by state

BLS OEWS publishes 44 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$126,600 – $341,210

Highest medians

Alaska $341,210
New York $321,030
Massachusetts $295,550
California $292,410
New Jersey $291,350

Lowest medians

Utah $126,600
New Mexico $129,370
Oklahoma $156,830
Alabama $190,300
Mississippi $198,410

State figures come from the 29-1151 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.

What the score is made of

Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.

Automation potential 26%

Importance-weighted mean of the scored tasks. This is the headline index.

Physical work 31%

Share of weighted tasks in hands-on or machine-operating work activities.

Judgment & influence 59%

Share in analysis, decisions, teaching, directing, advising, or caring for others.

Routine administration 13%

Share in documenting, recording, and administrative activities.

Rewritten by O*NET 0%

Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.

Consequence of error 81/100 High

O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.

Constituent Task Mix

24 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.

High exposure (≥ 60% of the task is automatable) 12%

3 tasks

Medium exposure (≥ 35%) 13%

3 tasks

Low exposure (below 35%) 75%

18 tasks

How would you survive?

Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.

Simulate Upskilling →

Constituent Tasks

#18361 · Core · 12% automatable

Manage patients' airway or pulmonary status, using techniques such as endotracheal intubation, mechanical ventilation, pharmacological support, respiratory therapy, and extubation.

physical manipulation — ALS requires hands-on airway, drugs, defibrillation

Implement advanced life support techniques.
#18365 · Core · 11% automatable

Respond to emergency situations by providing airway management, administering emergency fluids or drugs, or using basic or advanced cardiac life support techniques.

physical manipulation — Hands-on emergency resuscitation and physical intervention

Administer intravenous medications. Treat medical emergencies. Implement advanced life support techniques.
#18362 · Core · 28% automatable

Monitor patients' responses, including skin color, pupil dilation, pulse, heart rate, blood pressure, respiration, ventilation, or urine output, using invasive and noninvasive techniques.

decision support — In-procedure patient monitoring is hands-on clinical work

Monitor patient conditions during treatments, procedures, or activities.
#18366 · Core · 10% automatable

Select, order, or administer anesthetics, adjuvant drugs, accessory drugs, fluids or blood products as necessary.

decision support — Prescribing medications is licensed high-stakes judgment

Administer intravenous medications. Administer blood or other fluids intravenously. Prescribe medications.
#18370 · Core · 23% automatable

Select, prepare, or use equipment, monitors, supplies, or drugs for the administration of anesthetics.

decision support — Medical equipment selection needs patient exam and accountability

Select medical equipment for addressing patient needs. Prepare medications or medical solutions. Prepare medical supplies or equipment for use.
#18367 · Core · 55% automatable

Assess patients' medical histories to predict anesthesia response.

decision support — Treatment goals need clinical accountability and context

Analyze patient data to determine patient needs or treatment goals.
#18363 · Core · 4% automatable

Perform or manage regional anesthetic techniques, such as local, spinal, epidural, caudal, nerve blocks and intravenous blocks.

physical manipulation — Anesthesia administration is high-risk hands-on clinical act

Administer anesthetics or sedatives to control pain.
#18368 · Core · 38% automatable

Develop anesthesia care plans.

decision support — Medical plans need exam, liability, and clinical judgment

Develop medical treatment plans.
#18369 · Core · 70% automatable

Obtain informed consent from patients for anesthesia procedures.

text generation — Healthcare forms processed digitally; human verifies edge cases

Process healthcare paperwork.
#18364 · Core · 8% automatable

Prepare prescribed solutions and administer local, intravenous, spinal, or other anesthetics, following specified methods and procedures.

physical manipulation — Medication preparation needs precise hands-on work

Prepare medications or medical solutions. Administer anesthetics or sedatives to control pain. Administer intravenous medications.
#18356 · Core · 35% automatable

Perform pre-anesthetic screenings, including physical evaluations and patient interviews, and document results.

interpersonal — Patient history requires live elicitation and judgment

Collect medical information from patients, family members, or other medical professionals. Examine patients to assess general physical condition. Record patient medical histories.
#18371 · Core · 14% automatable

Calibrate and test anesthesia equipment.

visual inspection — Hands-on examination of medical instruments

Examine medical instruments or equipment to ensure proper operation. Maintain medical equipment or instruments.
#18355 · Core · 34% automatable

Evaluate patients' post-surgical or post-anesthesia responses, taking appropriate corrective actions or requesting consultation if complications occur.

interpersonal — Treatment planning collaboration is accountable clinical work

Monitor patient conditions during treatments, procedures, or activities. Collaborate with healthcare professionals to plan or provide treatment.
#18354 · Core · 4% automatable

Administer post-anesthesia medications or fluids to support patients' cardiovascular systems.

physical manipulation — IV medication administration is skilled manual procedure

Administer intravenous medications. Administer blood or other fluids intravenously.
#18357 · Core · 22% automatable

Select and prescribe post-anesthesia medications or treatments to patients.

decision support — Prescribing medications is licensed high-stakes judgment

Prescribe medications.
#18360 · Core · 39% automatable

Perform or evaluate the results of diagnostic tests, such as radiographs (x-rays) and electrocardiograms (EKGs).

visual inspection — Image interpretation assists; radiologist owns diagnosis

Analyze test data or images to inform diagnosis or treatment. Operate diagnostic imaging equipment.
#18358 · Core · 13% automatable

Select, order, or administer pre-anesthetic medications.

decision support — Prescribing medications is licensed high-stakes judgment

Administer intravenous medications. Prescribe medications.
#18374 · Core · 14% automatable

Insert peripheral or central intravenous catheters.

physical manipulation — Diagnostic instruments applied to patients by hand

Operate diagnostic or therapeutic medical instruments or equipment. Administer basic health care or medical treatments.
#18373 · Core · 5% automatable

Insert arterial catheters or perform arterial punctures to obtain arterial blood samples.

physical manipulation — Invasive specimen collection needs hands-on clinical skill

Collect biological specimens from patients.
#18359 · Core · 70% automatable

Discharge patients from post-anesthesia care.

text generation — Healthcare forms processed digitally; human verifies edge cases

Process healthcare paperwork.
#18376 · Core · 75% automatable

Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in nursing.

information retrieval — AI summarizes medical updates; human retains judgment

Maintain medical or professional knowledge.
#18377 · Core · 8% automatable

Request anesthesia equipment repairs, adjustments, or safety tests.

physical manipulation — Hands-on medical instrument maintenance

Maintain medical equipment or instruments.
#18375 · Core · 30% automatable

Instruct nurses, residents, interns, students, or other staff on topics such as anesthetic techniques, pain management and emergency responses.

interpersonal — Provider training is clinical, hands-on, accountable

Train medical providers.
#18372 · Core · 9% automatable

Disassemble and clean anesthesia equipment.

physical manipulation — Physical cleaning of equipment and facilities

Clean medical equipment or facilities.
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Community Sentiment

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Method

How this was scored

  1. 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
  2. 2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
  3. 3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
  4. 4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.

Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.

Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast

See the full method →

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