O*NET-SOC code
43-2021.00

Provide information by accessing alphabetical, geographical, or other directories. Assist customers with special billing requests, such as charges to a third party and credits or refunds for incorrectly dialed numbers or bad connections. May handle emergency calls and assist children or people with physical disabilities to make telephone calls.

  • Data source: BLSPublished: 2026-08

    High· relative

    LowFour relative bandsVery high

    Group-level value

    Scale, basis and source

    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

    Source dataset (XLSX download)

  • Data source: AnthropicPublished: 2026-03

    0.000

    0.000Range of values carried here0.745
    Scale, basis and source

    Observed exposure index, 0–1 as published

    Mapped onto O*NET tasks

    Published per SOC 2018 occupation; every O*NET occupation with the same SOC 2018 code carries this value

    Source dataset (CSV download)

  • Data source: ILOPublished: 2025

    0.54

    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)

What kind of figure this source publishes

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.

Task-level exposure

Exposed tasks only

16 rated tasks · 15 tasks with β ≥ 0.5 (93.8%)

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 30.2)Claude.aiRaw / share %APIRaw / share %
Promote company products, services, and savings plans when appropriate.

43-2021.00

0.00000.00.0200100.0
Update directory information.

43-2021.00

0.00000.00.00000.0
Not observed on any surface — 12 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.
Listen to customer requests, referring to alphabetical or geographical directories to answer questions and provide telephone information.
—0—0
Suggest and check alternate spellings, locations, or listing formats to customers lacking details or complete information.
—0—0
Offer special assistance to persons such as those who are unable to dial or who are in emergency situations.
—0—0
Observe signal lights on switchboards, and dial or press buttons to make connections.
—0—0
Operate telephone switchboards and systems to advance and complete connections, including those for local, long distance, pay telephone, mobile, person-to-person, and emergency calls.
—0—0
Perform clerical duties such as typing, proofreading, and sorting mail.
—0—0
Provide assistance for customers with special billing requests.
—0—0
Monitor automated systems for placing collect calls and intervene for a callers needing assistance.
—0—0
Interrupt busy lines if an emergency warrants.
—0—0
Provide relay service for users who are deaf or hard of hearing.
—0—0
Operate paging systems or other systems of bells or buzzers to notify recipients of incoming calls.
—0—0
Keep records of calls placed and received, and of related toll charges.
—0—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
Listen to customer requests, referring to alphabetical or geographical directories to answer questions and provide telephone information.Core
Suggest and check alternate spellings, locations, or listing formats to customers lacking details or complete information.Core
Offer special assistance to persons such as those who are unable to dial or who are in emergency situations.Core
Observe signal lights on switchboards, and dial or press buttons to make connections.Core
Operate telephone switchboards and systems to advance and complete connections, including those for local, long distance, pay telephone, mobile, person-to-person, and emergency calls.Core
Perform clerical duties such as typing, proofreading, and sorting mail.Core
Update directory information.Core
Provide assistance for customers with special billing requests.Supplemental
Monitor automated systems for placing collect calls and intervene for a callers needing assistance.Supplemental
Interrupt busy lines if an emergency warrants.Supplemental
Provide relay service for users who are deaf or hard of hearing.Supplemental
Promote company products, services, and savings plans when appropriate.Supplemental
Operate paging systems or other systems of bells or buzzers to notify recipients of incoming calls.Supplemental
Keep records of calls placed and received, and of related toll charges.Supplemental

Occupation information

Employment outlook (BLS)

Employment, 2025
4K
Projected employment, 2035
3K
Change (2025–35)
-27.6%
Median annual wage, 2025
$41,740
Typical education needed for entry
High school diploma or equivalent
lowest $30,890median wage across 825 detailed occupations, BLS EP 2025–35highest $559,030

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
36124전화교환 및 전화번호 안내원Same scopeconfirmed

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 4223Telephone Switchboard Operators

The definition, tasks and examples below are the ILO's description of that unit group, not of this occupation.

Telephone switchboard operators operate telephone communications switchboards and consoles to establish telephone connections, receive caller inquiries and service problem reports, and record and relay messages to staff or clients.

Tasks

  • (a) operating switchboards and consoles to connect, hold, transfer, and disconnect telephone calls;
  • (b) making connections for outgoing calls;
  • (c) dealing with telephone inquiries and recording messages;
  • (d) forwarding messages to staff or clients;
  • (e) investigating operating system problems and informing repair services.

Example occupations

Answering service operator · Telephone switchboard operator

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.

  • call centre agentESCO 5244.1This occupation is broader

    Call centre agents handle incoming or outgoing customer calls for a business. They call existing and prospective customers to promote goods and services. They also obtain sales and arrange sales visits.

  • crisis helpline operatorESCO 3412.1This occupation is broader

    Crisis helpline operators provide advice and support to distraught callers via the telephone. They have to deal with a diverse range of issues such as abuse, depression and financial problems. Helpline operators maintain records of the phone calls according to regulations and privacy policies.

  • customer contact centre information clerkESCO 4222.1This occupation is broader

    Customer contact centre information clerks provide information to customers via the telephone and other media such as email. They answer inquiries about a company's or oganisation's services, products and policies.

  • emergency medical dispatcherESCO 4223.1.1This occupation is broader

    Emergency medical dispatchers respond to urgent calls made to the control center, take information about the emergency situation, the address and other details and dispatch the nearest ambulance or paramedic helicopter.

  • telephone switchboard operatorESCO 4223.1This occupation is broader

    Telephone switchboard operators establish telephone connections by using switchboards and consoles. They also answer customer inquiries and service problem reports.

  • live chat operatorESCO 4222.1.1Overlapping, not the same

    Live chat operators respond to answers and requests posed by customers of all nature through online platforms in websites and online assistance services in real time. They are available to provide service through chat platforms and have the ability to solve inquiries of clients via written communication merely.

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
D1408Conseiller / Conseillère clientèle à distanceRelated, not a matchprovisional
M1614StandardisteRelated, 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
4423TelefonistasOverlapping, not the same
4424TeleoperadoresRelated, not a match

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
71452Berufe in der Auskunft und Kundeninformation - fachlich ausgerichtete TätigkeitenOverlapping, not the sameprovisional
71401Büro- und Sekretariatskräfte (ohne Spezialisierung) - Helfer-/AnlerntätigkeitenRelated, not a match

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
256電話応接事務員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