Gini Loh System Tools

AI Automation Index

Will AI Replace Diagnostic Medical Sonographers?

Task-level automation exposure for Diagnostic Medical Sonographers: 19 O*NET tasks scored against their work activities, plus the simulator.

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Developed & audited by Gini Loh

Automation Exposure

35% weighted task index

19 of 19 tasks scored

Median Salary

$96,590 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Medium

90,160 people hold this job — size, not growth

Projected 2025–35

+13.9% employment change

6,000 openings a year · BLS line item

Pay by state

BLS OEWS publishes 52 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$38,090 – $128,530

Highest medians

California $128,530
Hawaii $124,430
Washington $121,340
Oregon $120,220
District of Columbia $112,020

Lowest medians

Puerto Rico $38,090
Alabama $68,180
Mississippi $76,520
West Virginia $76,820
Tennessee $80,640

State figures come from the 29-2032 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 35%

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

Physical work 43%

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

Judgment & influence 36%

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

Routine administration 24%

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 75/100 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

19 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) 14%

3 tasks

Medium exposure (≥ 35%) 26%

5 tasks

Low exposure (below 35%) 60%

11 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

#432 · Core · 25% automatable

Observe screen during scan to ensure that image produced is satisfactory for diagnostic purposes, making adjustments to equipment as required.

visual inspection — Display monitoring partly automatable; clinical judgment human

Monitor video displays of medical equipment to ensure proper functioning. Adjust settings or positions of medical equipment.
#431 · Core · 25% automatable

Decide which images to include, looking for differences between healthy and pathological areas.

physical manipulation — Patient positioning and scanner operation hands-on

Create advanced digital images of patients using computer imaging systems.
#435 · Core · 20% automatable

Operate ultrasound equipment to produce and record images of the motion, shape, and composition of blood, organs, tissues, or bodily masses, such as fluid accumulations.

physical manipulation — Imaging equipment operated with patient positioning

Operate diagnostic imaging equipment.
#433 · Core · 28% automatable

Observe and care for patients throughout examinations to ensure their safety and comfort.

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

Monitor patient conditions during treatments, procedures, or activities.
#434 · Core · 55% automatable

Provide sonogram and oral or written summary of technical findings to physician for use in medical diagnosis.

information retrieval — Relaying results is structured; interpretation stays human

Communicate test or assessment results to medical professionals.
#436 · Core · 10% automatable

Select appropriate equipment settings and adjust patient positions to obtain the best sites and angles.

physical manipulation — Hands-on medical equipment adjustment

Adjust settings or positions of medical equipment. Position patients for treatment or examination.
#437 · Core · 58% automatable

Determine whether scope of exam should be extended, based on findings.

visual inspection — Image interpretation assists; radiologist owns diagnosis

Analyze test data or images to inform diagnosis or treatment.
#439 · Core · 59% automatable

Obtain and record accurate patient history, including prior test results or information from physical examinations.

interpersonal — Patient history requires live elicitation and judgment

Gather medical information from patient histories. Record patient medical histories.
#442 · Core · 23% automatable

Coordinate work with physicians or other healthcare team members, including providing assistance during invasive procedures.

interpersonal — Treatment planning collaboration is accountable clinical work

Collaborate with healthcare professionals to plan or provide treatment. Assist healthcare practitioners during surgery.
#440 · Core · 17% automatable

Prepare patient for exam by explaining procedure, transferring patient to ultrasound table, scrubbing skin and applying gel, and positioning patient properly.

interpersonal — Results delivery needs empathy and clinical judgment

Explain medical procedures or test results to patients or family members. Position patients for treatment or examination. Prepare patients physically for medical procedures.
#443 · Core · 62% automatable

Maintain records that include patient information, sonographs and interpretations, files of correspondence, publications and regulations, or quality assurance records, such as pathology, biopsy, or post-operative reports.

interpersonal — Patient history requires live elicitation and judgment

Record patient medical histories.
#441 · Core · 23% automatable

Record and store suitable images, using camera unit connected to the ultrasound equipment.

physical manipulation — Patient positioning and scanner operation hands-on

Create advanced digital images of patients using computer imaging systems. Operate diagnostic imaging equipment.
#448 · Core · 65% automatable

Perform clerical duties, such as scheduling exams or special procedures, keeping records, or archiving computerized images.

data analysis — Facility records need human verification and compliance

Schedule patient procedures or appointments. Maintain medical facility records. Perform clerical work in medical settings.
#447 · Core · 12% automatable

Clean, check, and maintain sonographic equipment, submitting maintenance requests or performing minor repairs as necessary.

visual inspection — Hands-on examination of medical instruments

Examine medical instruments or equipment to ensure proper operation. Clean medical equipment or facilities. Repair medical facility equipment.
#445 · Core · 28% automatable

Supervise or train students or other medical sonographers.

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

Train medical providers. Supervise patient care personnel.
#449 · Core · 15% automatable

Perform medical procedures, such as administering oxygen, inserting and removing airways, taking vital signs, or giving emergency treatment, such as first aid or cardiopulmonary resuscitation (CPR).

physical manipulation — Hands-on emergency resuscitation and physical intervention

Treat medical emergencies. Implement advanced life support techniques.
#446 · Core · 52% automatable

Maintain stock and supplies, preparing supplies for special examinations and ordering supplies when necessary.

data analysis — Medical supply inventory records and thresholds automatable

Prepare medical supplies or equipment for use. Maintain inventory of medical supplies or equipment. Order medical supplies or equipment.
#444 · Core · 61% automatable

Perform legal and ethical duties, including preparing safety or accident reports, obtaining written consent from patient to perform invasive procedures, or reporting symptoms of abuse or neglect.

text generation — Draft incident reports; human verifies facts and liability

Obtain written authorization to perform activities. Prepare accident or incident reports.
#438 · Supplemental · 49% automatable

Process and code film from procedures and complete appropriate documentation.

text generation — Health records drafted; clinician verifies and signs

Process x-rays or other medical images. Prepare official health documents or records.
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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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