Will AI replace Neurodiagnostic Technologists?
Most of the work in Neurodiagnostic Technologists still leans on things AI struggles with — research rates its theoretical AI reach at only ~34%, and real-world use lower still.
O*NET-SOC 29-2099
How your 53 core tasks split
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a relatively low share of this job's tasks (~34%). By late 2025, real-world AI use had reached about 4% of its task activity (still rare). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
The signals here line up
Theoretical reach (~34%), real-world use (~4%) and the task-level picture mostly agree — so this read is more reliable than for jobs where the signals contradict each other. Even so, AI-risk estimates shift by model (a 2026 study saw the "high-risk" share swing 2.7%–51.5%), so treat these as directional, not destiny.
See all 53 tasks, ratedBased on real task-level AI scores — click to collapse
- Submit reports to physicians summarizing test results.
- Take and document patients' medical histories.
- Develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff.
- Indicate artifacts or interferences derived from sources outside of the brain, such as poor electrode contact or patient movement, on electroneurodiagnostic recordings.
- Monitor patients during tests or surgeries, using electroencephalographs (EEG), evoked potential (EP) instruments, or video recording equipment.
- Conduct tests or studies such as electroencephalography (EEG), polysomnography (PSG), nerve conduction studies (NCS), electromyography (EMG), and intraoperative monitoring (IOM).
- Collect patients' medical information needed to customize tests.
- Summarize technical data to assist physicians to diagnose brain, sleep, or nervous system disorders.
- Conduct tests to determine cerebral death, the absence of brain activity, or the probability of recovery from a coma.
- Measure visual, auditory, or somatosensory evoked potentials (EPs) to determine responses to stimuli.
- Assist in training technicians, medical students, residents, or other staff members.
- Participate in research projects, conferences, or technical meetings.
- Take anatomical or functional ocular measurements, such as axial length measurements, of the eye or surrounding tissue.
- Measure visual acuity, including near, distance, pinhole, or dynamic visual acuity, using appropriate tests.
- Measure and record lens power, using lensometers.
- Calculate corrections for refractive errors.
- Collect ophthalmic measurements or other diagnostic information, using ultrasound equipment, such as A-scan ultrasound biometry or B-scan ultrasonography equipment.
- Perform ophthalmic triage, in the office or by phone, to assess severity of patients' conditions.
- Educate patients on ophthalmic medical procedures, conditions of the eye, and appropriate use of medications.
- Conduct ocular motility tests to measure function of eye muscles.
- Assess refractive condition of eyes, using retinoscope.
- Conduct visual field tests to measure field of vision.
- Measure corneal curvature with keratometers or ophthalmometers to aid in the diagnosis of conditions, such as astigmatism.
- Measure the thickness of the retinal nerve, using scanning laser polarimetry techniques to aid in diagnosis of glaucoma.
- Perform fluorescein angiography of the eye.
- Photograph patients' eye areas, using clinical photography techniques, to document retinal or corneal defects.
- Conduct tests, such as the Amsler Grid test, to measure central visual field used in the early diagnosis of macular degeneration, glaucoma, or diseases of the eye.
- Conduct binocular disparity tests to assess depth perception.
- Assess abnormalities of color vision, such as amblyopia.
- Call patients to inquire about their post-operative status or recovery.
- Conduct low vision blindness tests.
- Coordinate communication between patients, family members, medical staff, administrative staff, or regulatory agencies.
- Interview patients or their representatives to identify problems relating to care.
- Refer patients to appropriate health care services or resources.
- Maintain knowledge of community services and resources available to patients.
- Explain policies, procedures, or services to patients using medical or administrative knowledge.
- Investigate and direct patient inquiries or complaints to appropriate medical staff members and follow up to ensure satisfactory resolution.
- Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.
- Explain testing procedures to patients, answering questions or reassuring patients, as needed.
- Set up, program, or record montages or electrical combinations when testing peripheral nerve, spinal cord, subcortical, or cortical responses.
- Attach electrodes to patients, using adhesives.
- Measure patients' body parts and mark locations where electrodes are to be placed.
- Calibrate, troubleshoot, or repair equipment and correct malfunctions, as needed.
- Adjust equipment to optimize viewing of the nervous system.
- Conduct tonometry or tonography tests to measure intraocular pressure.
- Administer topical ophthalmic or oral medications.
- Clean or sterilize ophthalmic or surgical instruments.
- Measure corneal thickness, using pachymeter or contact ultrasound methods.
- Supervise or instruct ophthalmic staff.
- Assist physicians in performing ophthalmic procedures, including surgery.
- Maintain ophthalmic instruments or equipment.
- Instruct patients in the care and use of contact lenses.
- Perform advanced ophthalmic procedures, including electrophysiological, electrophysical, or microbial procedures.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.