Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Interpret diagnostic test results for deviations from normal.Details
29-1071
0.020050.0
0.0100100.0
Make tentative diagnoses and decisions about management and treatment of patients.Details
29-1071
0.010025.0
0.00000.0
Instruct and counsel patients about prescribed therapeutic regimens, normal growth and development, family planning, emotional problems of daily living, and health maintenance.Details
29-1071
0.010025.0
0.00000.0
Not observed on any surface — 9 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states.
Examine patients to obtain information about their physical condition.Details
—0
—0
Obtain, compile, and record patient medical data, including health history, progress notes, and results of physical examination.Details
—0
—0
Administer or order diagnostic tests, such as x-ray, electrocardiogram, and laboratory tests.Details
—0
—0
Prescribe therapy or medication with physician approval.Details
—0
—0
Perform therapeutic procedures, such as injections, immunizations, suturing and wound care, and infection management.Details
—0
—0
Provide physicians with assistance during surgery or complicated medical procedures.Details
—0
—0
Supervise and coordinate activities of technicians and technical assistants.Details
—0
—0
Visit and observe patients on hospital rounds or house calls, updating charts, ordering therapy, and reporting back to physician.Details
—0
—0
Order medical and laboratory supplies and equipment.Details
—0
—0
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
Task
βE1 + 0.5 × E2
Interpret diagnostic test results for deviations from normal.Details
O*NET Task ID 4074
0.5
Make tentative diagnoses and decisions about management and treatment of patients.Details
O*NET Task ID 4075
0.5
Obtain, compile, and record patient medical data, including health history, progress notes, and results of physical examination.Details
O*NET Task ID 4076
0.5
Administer or order diagnostic tests, such as x-ray, electrocardiogram, and laboratory tests.Details
O*NET Task ID 4077
0.5
Prescribe therapy or medication with physician approval.Details
O*NET Task ID 4078
0.5
Instruct and counsel patients about prescribed therapeutic regimens, normal growth and development, family planning, emotional problems of daily living, and health maintenance.Details
O*NET Task ID 4080
0.5
Supervise and coordinate activities of technicians and technical assistants.Details
O*NET Task ID 4082
0.5
Visit and observe patients on hospital rounds or house calls, updating charts, ordering therapy, and reporting back to physician.Details
O*NET Task ID 4083
0.5
Order medical and laboratory supplies and equipment.Details
O*NET Task ID 4084
0.5
Examine patients to obtain information about their physical condition.Details
O*NET Task ID 4073
0.0
Perform therapeutic procedures, such as injections, immunizations, suturing and wound care, and infection management.Details
O*NET Task ID 4079
0.0
Provide physicians with assistance during surgery or complicated medical procedures.Details
O*NET Task ID 4081
0.0
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Occupation information
ILO occupational description
Paramedical Practitioners
Paramedical practitioners provide advisory, diagnostic, curative and preventive medical services more limited in scope and complexity than those carried out by medical doctors. They work autonomously, or with limited supervision of medical doctors, and apply advanced clinical procedures for treating and preventing diseases, injuries and other physical or mental impairments common to specific communities.
Tasks
(a) conducting physical examinations of patients and interviewing them and their families to determine their health status, and recording patients' medical information;
(b) performing basic or more routine medical and surgical procedures, including prescribing and administering treatments, medications and other preventive or curative measures, especially for common diseases and disorders;
(c) administering or ordering diagnostic tests, such as x-ray, electrocardiogram, and laboratory tests;
(d) performing therapeutic procedures, such as injections, immunizations, suturing and wound care, and infection management;
(e) assisting medical doctors with complex surgical procedures;
(f) monitoring patients' progress and response to treatment, and identifying signs and symptoms requiring referral to medical doctors;
(g) advising patients and families on diet, exercise and other habits which aid prevention or treatment of disease and disorders;
(h) identifying and referring complex or unusual cases to medical doctors, hospitals or other places for specialized care;
(i) reporting births, deaths and notifiable diseases to government authorities to meet legal and professional reporting requirements.
Example occupations
Advanced care paramedic · Clinical officer (paramedical) · Feldscher · Primary care paramedic · Surgical technician
Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.
The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.
Projected change: +21.1%
Median wage: $136K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
