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
Conduct chemical analyses of body fluids, such as blood or urine, using microscope or automatic analyzer to detect abnormalities or diseases and enter findings into computer.Details
O*NET Task ID 1902
0.5
Analyze the results of tests or experiments to ensure conformity to specifications, using special mechanical or electrical devices.Details
O*NET Task ID 1904
0.5
Analyze and record test data to issue reports that use charts, graphs, or narratives.Details
O*NET Task ID 1905
0.5
Perform medical research to further control or cure disease.Details
O*NET Task ID 1906
0.5
Examine cells stained with dye to locate abnormalities.Details
O*NET Task ID 1909
0.5
Consult with a pathologist to determine a final diagnosis when abnormal cells are found.Details
O*NET Task ID 1911
0.5
Test raw materials, processes, or finished products to determine quality or quantity of materials or characteristics of a substance.Details
O*NET Task ID 1917
0.5
Conduct blood tests for transfusion purposes and perform blood counts.Details
O*NET Task ID 1907
0.0
Obtain specimens, cultivating, isolating, and identifying microorganisms for analysis.Details
O*NET Task ID 1908
0.0
Collect blood or tissue samples from patients, observing principles of asepsis to obtain blood sample.Details
O*NET Task ID 1910
0.0
Inoculate fertilized eggs, broths, or other bacteriological media with organisms.Details
O*NET Task ID 1912
0.0
Cut, stain, and mount tissue samples for examination by pathologists.Details
O*NET Task ID 1913
0.0
Supervise or instruct other technicians or laboratory assistants.Details
O*NET Task ID 1914
0.0
Prepare standard volumetric solutions or reagents to be combined with samples, following standardized formulas or experimental procedures.Details
O*NET Task ID 1915
0.0
Set up, maintain, calibrate, clean, and test sterility of medical laboratory equipment.Details
O*NET Task ID 18535
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®, Eloundou et al. (2023): see full notices on the Credits page
Medical and pathology laboratory technicians perform clinical tests on specimens of bodily fluids and tissues in order to obtain information about the health of a patient or cause of death.
作業
(a) conducting chemical analysis of body fluids, including blood, urine and spinal fluid, to determine presence of normal and abnormal components;
(b) operating, calibrating and maintaining equipment used in quantitative and qualitative analysis, such as spectrophotometers, calorimeters, flame photometers and computer-controlled analysers;
(c) entering data from analysis of laboratory tests and clinical results into records-keeping systems and reporting results to medical practitioners and other health professionals;
(d) analysing samples of biological material for chemical content or reaction;
(e) setting up, cleaning and maintaining laboratory equipment;
(f) analysing laboratory findings to check the accuracy of the results;
(g) establishing and monitoring programmes to ensure the accuracy of laboratory results and developing, standardizing, evaluating, and modifying procedures, techniques and tests used in the analysis of specimens;
(h) obtaining specimens, cultivating, isolating and identifying microorganisms for analysis;
(i) examining cells stained with dye to locate abnormalities;
(j) inoculating fertilized eggs, broths or other bacteriological media with organisms.
Medical laboratory assistants work under supervision of the biomedical scientist and carry out basic laboratory procedures. They work in the pre-analytical handling of samples such as checking the details of specimens received for analysis, maintaining analysers, loading reagents, and packaging specimens. They also perform clerical tasks such as monitoring the stock levels of reagents used in analysis.
出典:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ESCO reuse terms and the modification notice are in Credits.
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.
