O*NET-SOC code
39-4021.00

Perform a variety of tasks during funeral, such as placing casket in parlor or chapel prior to service, arranging floral offerings or lights around casket, directing or escorting mourners, closing casket, and issuing and storing funeral equipment.

  • Data source: BLSPublished: 2026-08

    Moderate· 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

    0.17

    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

Show 20 hidden tasks

26 rated tasks · 6 tasks with β ≥ 0.5 (23.1%)

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

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
Obtain burial permits and register deaths.

O*NET Task ID 4516

1.0
Provide advice to mourners on how to make charitable donations in honor of the deceased.

O*NET Task ID 4523

1.0
Perform various administrative tasks, such as typing documents or answering telephone calls.

O*NET Task ID 20599

1.0
Manage funeral home finances, including receiving payments, making bank deposits, or performing general bookkeeping duties.

O*NET Task ID 20604

1.0
Obtain doctors' signatures on death certificate and complete other paperwork, such as insurance claims forms.

O*NET Task ID 20605

1.0
Prepare obituaries for newspapers.

O*NET Task ID 20607

1.0

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

All O*NET 31.0 task statements (24)

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
Perform a variety of tasks during funerals to assist funeral directors and to ensure that services run smoothly and as planned.Core
Greet people at the funeral home.Core
Offer assistance to mourners as they enter or exit limousines.Core
Close caskets at appropriate point in services.Core
Direct or escort mourners to parlors or chapels in which wakes or funerals are being held.Core
Place caskets in parlors or chapels prior to wakes or funerals.Core
Clean and drive funeral vehicles, such as cars or hearses, in funeral processions.Core
Carry flowers to hearses or limousines for transportation to places of interment.Core
Clean funeral parlors or chapels.Core
Arrange floral offerings or lights around caskets.Core
Provide advice to mourners on how to make charitable donations in honor of the deceased.Core
Issue and store funeral equipment.Core
Act as pallbearers.Core
Supervise funeral processions and assist with cemetery parking.Core
Deliver floral arrangements or other items to family members of the deceased.Core
Perform general maintenance tasks for funeral homes, such as maintaining equipment or caring for funeral grounds.Core
Obtain burial permits and register deaths.Supplemental
Assist with cremations and the processing and packaging of cremated remains.Supplemental
Transport the deceased to the funeral home.Supplemental
Attend to the needs of the bereaved, such as by offering comfort, counseling, or after-care programs.Supplemental
Perform various administrative tasks, such as typing documents or answering telephone calls.Supplemental
Embalm, dress, cosmeticize, and casket the deceased.Supplemental
Obtain doctors' signatures on death certificate and complete other paperwork, such as insurance claims forms.Supplemental
Prepare obituaries for newspapers.Supplemental

Occupation information

Employment outlook (BLS)

Employment, 2025
31K
Projected employment, 2035
32K
Change (2025–35)
+2.6%
Median annual wage, 2025
$35,680
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
43232장례 지도사This occupation is narrowerconfirmed

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 5163Undertakers and Embalmers

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

Undertakers and embalmers arrange funerals and perform various tasks in the disposal of human bodies.

Tasks

  • (a) making arrangements for, and conducting, funerals, cremations and burials;
  • (b) embalming human bodies to retard or arrest the process of decay;
  • (c) conforming to health and sanitation and ensuring that legal requirements concerning embalming are met;
  • (d) incising and closing incisions on various parts of the body and reshaping or reconstructing disfigured or maimed bodies when necessary;
  • (e) dressing bodies and placing them in caskets;
  • (f) conducting interviews to arrange for preparation of obituary notices, to assist with the selection of caskets or urns, and to determine the location and time of burials or cremations.

Example occupations

Embalmer · Undertaker

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.

  • funeral attendantESCO 5163.3Same scope

    Funeral attendants lift and carry coffins prior and during the funeral service, placing it in the chapel and into the cemetery. They handle floral offerings around the coffin, direct mourners and assist with storing the equipment after the funeral.

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
K2601Porteur / Porteuse funéraireThis occupation is broaderprovisional
K2602Conseiller / Conseillère funéraireRelated, not a matchprovisional
K2605Maître / Maîtresse de cérémonie funéraireRelated, 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
5892Empleados de pompas fúnebres y embalsamadoresThis occupation is narrowerprovisional

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
82401Berufe im Bestattungswesen - Helfer- und AnlerntätigkeitenThis occupation is narrower
82402Berufe im Bestattungswesen - fachlich ausgerichtete TätigkeitenRelated, 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
425葬儀師,火葬作業員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