Team Assemblers

Production Occupations
O*NET-SOC code
51-2092.00

Work as part of a team having responsibility for assembling an entire product or component of a product. Team assemblers can perform all tasks conducted by the team in the assembly process and rotate through all or most of them, rather than being assigned to a specific task on a permanent basis. May participate in making management decisions affecting the work. Includes team leaders who work as part of the team.

  • Data source: ILOPublished: 2025

    0.32

    0.09Range of values carried here0.70

    Group-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

    Source dataset (PDF download)

  • Data source: OpenAIPublished: 2023

    0.088

    0.000Range of values carried here0.844
    Scale, basis and source

    Human-rater β, 0–1 as published

    Mapped onto O*NET tasks

    Source dataset (CSV download)

Task-level exposure

Show 8 hidden tasks

11 rated tasks · 3 tasks with β ≥ 0.5 (27.3%)

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
  • All rated tasks are in the O*NET 31.0 task list.
Source
OpenAI "GPTs are GPTs" exposure rubric
Release
gh-main-0471612
License
MIT License, Copyright (c) 2024 OpenAI

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
Determine work assignments and procedures.

O*NET Task ID 8469

1.0
Complete production reports to communicate team production level to management.

O*NET Task ID 20161

1.0
Review work orders and blueprints to ensure work is performed according to specifications.

O*NET Task ID 20160

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®, Eloundou et al. (2023): see full notices on the Credits page

All O*NET 31.0 task statements (11)

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
Rotate through all the tasks required in a particular production process.Core
Determine work assignments and procedures.Core
Perform quality checks on products and parts.Core
Shovel, sweep, or otherwise clean work areas.Core
Review work orders and blueprints to ensure work is performed according to specifications.Core
Supervise assemblers and train employees on job procedures.Core
Provide assistance in the production of wiring assemblies.Supplemental
Package finished products and prepare them for shipment.Supplemental
Complete production reports to communicate team production level to management.Supplemental
Maintain production equipment and machinery.Supplemental
Operate machinery and heavy equipment, such as forklifts.Supplemental

Occupation information

Employment outlook (BLS)

The BLS Employment Projections table has no row for SOC 51-2092.

Source: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

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 codeKSCO titleRelationStatus
85301자동 조립라인 조작원Overlapping, not the sameconfirmed
85411내연기관 자동차 조립원Overlapping, not the sameconfirmed
85412전기 자동차 조립원Overlapping, not the sameconfirmed
85422자동차 차체 부품 조립원Overlapping, not the sameconfirmed
85429그 외 자동차 부품 조립원Overlapping, not the sameconfirmed
83242플라스틱제품 조립원Related, not a matchconfirmed

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 8219Assemblers Not Elsewhere Classified

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.

  • bicycle assemblerESCO 8219.2This occupation is broader

    Bicycle assemblers build, tune and ensure good working order of all types of bicycles such as mountain bikes, road bikes, children’s bikes etc. They also assemble accessory products like tag-alongs and trailers.

  • industrial machinery assemblerESCO 8211.2This occupation is broader

    Industrial machinery assemblers manufacture industrial equipment such as industrial robots, assembly line machines, and labeling machines. They use hand tools and computer-controlled machines.

  • manufactured wooden building assemblerESCO 7119.3This occupation is broader

    Manufactured wooden building assemblers put together wooden elements for use in construction. The elements, or modules, may consist of walls with windows and doors built-in, or may be as large as whole rooms. The assemblers put together the supporting structure, insulation materials, and covering, and fasten it together to obtain usable modules.

  • metal products assemblerESCO 8219.8This occupation is broader

    Metal products assemblers fit and fasten metal materials according to strictly laid down procedures in order to produce various parts or final products using power tools, hand tools, and other machinery.

  • motor vehicle assemblerESCO 8211.5This occupation is broader

    Motor vehicle assemblers install and put prefabricated motor vehicle parts and components together. They inspect the motor vehicles for defects, and test the assembled equipment for proper performance and conformity to quality standards.

  • motor vehicle body assemblerESCO 8211.5.1This occupation is broader

    Motor vehicle body assemblers fasten motor vehicle body parts and components together such as frames, doors, chassis and hoods. They use hand tools, power tools and other equipment such as CNC machines or robots. They read technical plans and use automated assembling equipment to build motor vehicle bodies. They inspect individual parts for malfunctions and check the quality of assemblies to make sure the standards are met and the specifications respected. Motor vehicle body assemblers report any assembly issues to their supervisor.

  • motor vehicle parts assemblerESCO 8211.5.3This occupation is broader

    Motor vehicle parts assemblers fasten motor vehicle parts and components together. They use hand and tools power tools to connect wiring and cables, position and adjust parts. Motor vehicle parts assemblers also set up programmable devices or robots. They test electrical assemblies and equipment and inspect individual parts for malfunctions. They check the quality of assemblies to make sure the standards are met and the specifications are complied with.

  • motorcycle assemblerESCO 8211.4This occupation is broader

    Motorcycle assemblers fasten motorcycle parts and components together such as frames, wheels, engines etc. To do so, they use hand tools, power tools and other equipment such as CNC machines or robots. They read technical plans and use automated assembling equipment to build motorcycles. They inspect individual parts for malfunctions and check the quality of assemblies to make sure the standards are met and the specifications respected.

  • rolling stock assemblerESCO 8211.6This occupation is broader

    Rolling stock assemblers use hand tools, power tools and other equipment such as lifting equipment or robots to construct, fit and install prefabricated parts to manufacture rolling stock subassemblies and body structures. They read and interpret blueprints. They operate control systems to determine functional performance of the assemblies and adjust accordingly.

  • vessel engine assemblerESCO 8211.7This occupation is broader

    Vessel engine assemblers build and install prefabricated parts to form engines used for all types of vessels such as electric motors, nuclear reactors, gas turbine engines, outboard motors, two-stroke or four-stroke diesel engines and, in some cases, marine steam engines. They review specifications and technical drawings to determine materials and assembly instructions. They inspect and test the engines and reject malfunctioning components.

  • automated assembly line operatorESCO 3139.1Overlapping, not the same

    Automated assembly line operators operate, maintain and clean production machines. They are responsible for the assembly of a whole product or a part of a product. Automated assembly line operators perform all tasks in a production process via a rotation system.

Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

License: CC BY 4.0 (EU Reuse Notice)

View original

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 codeROME title (French)Relation
H2921Ouvrier / Ouvrière de montage en construction automobileThis occupation is broaderprovisional
H2909Assembleur monteur / Assembleuse monteuseOverlapping, not the sameprovisional
H2201Assembleur / Assembleuse d'ouvrages en boisRelated, not a match
H2604Assembleur / Assembleuse en produits électriques et électroniquesRelated, not a matchprovisional

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 codeCNO-11 title (Spanish)Relation
8201Ensambladores de maquinaria mecánicaOverlapping, not the same
8202Ensambladores de equipos eléctricos y electrónicosOverlapping, not the same
8209Montadores y ensambladores no clasificados en otros epígrafesOverlapping, not the same

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 codeKldB title (German)Relation
25112Maschinen- und Gerätezusammensetzer/innen - fachlich ausgerichtete TätigkeitenOverlapping, not the sameprovisional
25101Berufe in der Maschinenbau- und Betriebstechnik (ohne Spezialisierung) - Helfer-/AnlerntätigkeitenRelated, not a matchprovisional
26301Berufe in der Elektrotechnik (ohne Spezialisierung) - Helfer-/AnlerntätigkeitenRelated, not a matchprovisional

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 codeJSCO title (Japanese)Relation
544輸送機械組立従事者(自動車を除く)This occupation is broader
513自動車組立設備制御・監視員This occupation is broaderprovisional
541はん用・生産用・業務用機械器具組立従事者Overlapping, not the same
542電気機械器具組立従事者Overlapping, not the same
543自動車組立従事者Overlapping, not the same
511はん用・生産用・業務用機械器具組立設備制御・監視員Related, not a matchprovisional
514輸送機械組立設備制御・監視員(自動車を除く)Related, not a matchprovisional

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