Medical and Clinical Laboratory Technicians
Healthcare Practitioners and Technical Occupations- O*NET-SOC code
- 29-2012.00
Perform routine medical laboratory tests for the diagnosis, treatment, and prevention of disease. May work under the supervision of a medical technologist.
- Data source: ILOPublished: 2025
0.31
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
Published per ISCO-08 unit group. Linked to this occupation, wholly or in part, by applying U.S. Bureau of Labor Statistics crosswalks (ISCO-08 to 2010 SOC, 2010 SOC to 2018 SOC) as published
- Data source: OpenAIPublished: 2023
0.095
0.000Range of values carried here0.844Scale, basis and source
Task-level exposure
Show 12 hidden tasks15 rated tasks · 7 tasks with β ≥ 0.5 (46.7%)
β = direct exposure (E1) + 0.5 × exposure when tools are available (E2), per the source repository's definition.
- Source unit: O*NET 27.2 tasks → O*NET 31.0 occupation code
- 2 rated tasks are not in the O*NET 31.0 task list; their scores are kept as published for O*NET 27.2.
- Source
- OpenAI "GPTs are GPTs" exposure rubric
- Release
- gh-main-0471612
- License
- MIT License, Copyright (c) 2024 OpenAI
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Analyze and record test data to issue reports that use charts, graphs, or narratives.29-2012.00 | 0.018363.8 | 0.0366100.0 |
Prepare standard volumetric solutions or reagents to be combined with samples, following standardized formulas or experimental procedures.29-2012.00 | 0.008630.0 | —0 |
Obtain specimens, cultivating, isolating, and identifying microorganisms for analysis.29-2012.00 | 0.00186.3 | —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 (O*NET 27.2) | 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.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.O*NET Task ID 1904 | 0.5 |
Analyze and record test data to issue reports that use charts, graphs, or narratives.O*NET Task ID 1905 | 0.5 |
Perform medical research to further control or cure disease.O*NET Task ID 1906 | 0.5 |
Examine cells stained with dye to locate abnormalities.O*NET Task ID 1909 | 0.5 |
Consult with a pathologist to determine a final diagnosis when abnormal cells are found.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.O*NET Task ID 1917 | 0.5 |
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
All O*NET 31.0 task statements (14)
All O*NET 31.0 task statements for this occupation (English, as published; task type core or supplemental). Exposure values are not listed here; they are in the table above, next to each task statement as worded in the O*NET version each source used.
| Task (O*NET 31.0) | Type |
|---|---|
| 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. | Core |
| Analyze the results of tests or experiments to ensure conformity to specifications, using special mechanical or electrical devices. | Core |
| Conduct blood tests for transfusion purposes and perform blood counts. | Core |
| Examine cells stained with dye to locate abnormalities. | Core |
| Consult with a pathologist to determine a final diagnosis when abnormal cells are found. | Core |
| Supervise or instruct other technicians or laboratory assistants. | Core |
| Prepare standard volumetric solutions or reagents to be combined with samples, following standardized formulas or experimental procedures. | Core |
| Set up, maintain, calibrate, clean, and test sterility of medical laboratory equipment. | Core |
| Perform quality control analyses to ensure accuracy of test results. | Core |
| Analyze and record test data to issue reports that use charts, graphs, or narratives. | Supplemental |
| Obtain specimens, cultivating, isolating, and identifying microorganisms for analysis. | Supplemental |
| Collect blood or tissue samples from patients, observing principles of asepsis to obtain blood sample. | Supplemental |
| Inoculate fertilized eggs, broths, or other bacteriological media with organisms. | Supplemental |
| Test raw materials, processes, or finished products to determine quality or quantity of materials or characteristics of a substance. | Supplemental |
0.90/ 3· Robot exposure index
Scale, basis and source
Each physical task is graded 0–3 by the setting in which robots that have been deployed, sold or demonstrated could do it (0 none · 1 purpose-built robot settings such as a fenced machine cell or a bottling line · 2 structured facilities such as a hospital pharmacy or a container port · 3 unstructured settings such as a private home or a construction site), and the grades are averaged by share of working time
Physical tasks among this occupation's O*NET 29.3 tasks
Anthropic estimated the grades and time shares with Claude Opus 5 using web search, as of 2026.
The robot exposure index is a different measure from the AI exposure figures on this site and cannot be added to or compared with them. It does not measure actual adoption or cost, and 0 also covers occupations with no physical tasks.
Tier of each physical task
Robot environment tiers (E0–E3)
E0 noneDetails
Rated not doable by robots that have been deployed, sold or demonstrated, even in a purpose-built setting
E1 purpose-built robot settingsDetails
Rated doable in a setting built around the machine, such as a fenced machine cell or a bottling line
E2 structured facilitiesDetails
Rated doable in a human work facility that an institution keeps to a working standard, such as a hospital pharmacy or a container port
E3 unstructured settingsDetails
Rated doable in a setting that no institution keeps to a working standard, such as a private home or a construction site
Only tasks classified as physical are listed; other tasks have no tier in the source.
| Task (O*NET 29.3) | Robot environment tier |
|---|---|
| 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. | E1 purpose-built robot settings |
| Collect blood or tissue samples from patients, observing principles of asepsis to obtain blood sample. | E1 purpose-built robot settings |
| Prepare standard volumetric solutions or reagents to be combined with samples, following standardized formulas or experimental procedures. | E1 purpose-built robot settings |
| Set up, maintain, calibrate, clean, and test sterility of medical laboratory equipment. | E1 purpose-built robot settings |
| Perform medical research to further control or cure disease. | E1 purpose-built robot settings |
| Conduct blood tests for transfusion purposes and perform blood counts. | E1 purpose-built robot settings |
| Obtain specimens, cultivating, isolating, and identifying microorganisms for analysis. | E1 purpose-built robot settings |
| Examine cells stained with dye to locate abnormalities. | E2 structured facilities |
| Test raw materials, processes, or finished products to determine quality or quantity of materials or characteristics of a substance. | E2 structured facilities |
Occupation information
Employment outlook (BLS)
The BLS Employment Projections table has no row for SOC 29-2012.
Korea classification links (KSCO)
Links from the current release of the Korea Occupation Direct Crosswalk v1.1, made by AI Changing Work. Relation values are read from the O*NET-SOC occupation side.
| KSCO code | KSCO title | Relation | Status |
|---|---|---|---|
| 24610 | 임상병리사 | This occupation is narrower | confirmed |
Relation and status definitions(kr-direct v1.1)
ILO occupational description
AI Changing Work links the ISCO-08 unit groups below to this occupation by applying the U.S. Bureau of Labor Statistics crosswalks (2018 SOC to 2010 SOC, 2010 SOC to ISCO-08) as published, without case-by-case selection; each link may be whole or partial.
- ISCO-08 3212Medical and Pathology Laboratory Technicians
The definition, tasks and examples below are the ILO's description of that unit group, not of this occupation.
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.
Tasks
- (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.
Example occupations
Blood-bank technician · Cytology technician · Medical laboratory technician · Pathology technician
Sources: ILO ISCO-08 — details: Credits
ESCO occupational vocabulary
Each entry below is matched to this occupation in the published ESCO-O*NET Crosswalk (version 1, 2022). The match types are that crosswalk's; the wording is AI Changing Work's.
- anatomical pathology technicianESCO 3212.1.1Overlapping, not the same
Anatomical pathology technicians assist specialised doctors in pathology in conducting post-mortem examinations, keeping records of the samples, specimens, organs and the respective findings and taking care of their appropriate disposal under supervision, following the orders of the doctor of medicine.
- bacteriology technicianESCO 3141.2.1Overlapping, not the same
Bacteriology technicians provide technical assistance in researching and testing bacteria using laboratory equipment. They collect and analyse data for experiments, compile reports and maintain laboratory stock.
- biochemistry technicianESCO 3141.2.2Overlapping, not the same
Biochemistry technicians provide technical assistance in researching, analysing and testing the reactions caused by chemicals in living organisms. They use laboratory equipment to help develop or improve chemical-based products and also collect and analyse data for experiments, compile reports and maintain laboratory stock.
- biomedical scientistESCO 3212.1Overlapping, not the same
Biomedical scientists perform all laboratory methods required as part of medical examination, treatment and research activities, particularly clinical-chemical, haematological, immuno-haematological, histological, cytological, microbiological, parasitological, mycological, serological and radiological tests. They perform analytical sample testing and report the results to the medical staff for further diagnosis. Biomedical Scientists may apply these methods in particular in the infection, blood or cellular sciences.
- cytology screenerESCO 3212.1.2Overlapping, not the same
Cytology screeners examine under a microscope samples of human cells obtained from various body parts such as the female reproductive tract, the lung or gastrointestinal tract, assist in identifying cell abnormality and disease such as cancer or infectious agents under supervision, following the orders of the doctor of medicine.The abnormal cells are being transferred to the pathologist for medical diagnosis. They may also work under the supervision of a biomedical scientist. They do not treat patients or assist in medical treatments.
- medical laboratory assistantESCO 3212.2Overlapping, not the same
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.
- scientific laboratory technicianESCO 3141.2Overlapping, not the same
Scientific laboratory technicians carry out laboratory-based research, analysis and testing and support life science professionals. They sample, test, measure, research and analyse in areas such as biology, biotechnology, environmental science, forensic science and pharmacology. Scientific laboratory technicians also observe and monitor laboratory activities, record test sequences and analyse the results.
Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
License: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
France classification links (ROME)
AI Changing Work's links between this occupation and ROME 4.0 job profiles, judged with AI models. Relations are read from this occupation's side. Links marked “provisional” were adopted on the judgments of two judges from the same model family (Claude) alone, or by an operator rule applied to their judgments, so they rest on weaker evidence than confirmed links.
| ROME code | ROME title (French) | Relation |
|---|---|---|
| J1302 | Technicien / Technicienne de laboratoire d'analyses médicales | This occupation is narrowerprovisional |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
Spain classification links (CNO-11)
AI Changing Work's links between this occupation and CNO-11 occupations, judged with AI models. Relations are read from this occupation's side.
| CNO-11 code | CNO-11 title (Spanish) | Relation |
|---|---|---|
| 3314 | Técnicos en laboratorio de diagnóstico clínico | This occupation is narrower |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
Germany classification links (KldB)
AI Changing Work's links between this occupation and KldB occupations, judged with AI models. Relations are read from this occupation's side.
| KldB code | KldB title (German) | Relation |
|---|---|---|
| 81212 | Medizinisch-technische Berufe im Laboratorium - fachlich ausgerichtete Tätigkeiten | This occupation is narrowerprovisional |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
Japan classification links (JSCO)
AI Changing Work's links between this occupation and JSCO occupations, judged with AI models. Relations are read from this occupation's side.
| JSCO code | JSCO title (Japanese) | Relation |
|---|---|---|
| 143 | 臨床検査技師 | This occupation is narrowerprovisional |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
Sources, licenses and AI Changing Work's modification and translation notices for this page: Credits & sources