Funeral Attendants
Food Preparation & ServiceAI exposure
- Data source: BLSPublished: 2026-08
Moderate· relative
LowFour relative bandsVery highGroup-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
- Data source: AnthropicPublished: 2026-03
0.000
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.17
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 91% score at or above this value.
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| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Perform various administrative tasks, such as typing documents or answering telephone calls.39-4021 | 0.013957.8 | 0.003534.7 |
Attend to the needs of the bereaved, such as by offering comfort, counseling, or after care programs.39-4021 | 0.010242.2 | 0.006665.3 |
| Not observed on any surface — 24 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. | ||
Perform a variety of tasks during funerals to assist funeral directors and to ensure that services run smoothly and as planned. | —0 | —0 |
Greet people at the funeral home. | —0 | —0 |
Offer assistance to mourners as they enter or exit limousines. | —0 | —0 |
Close caskets at appropriate point in services. | —0 | —0 |
Direct or escort mourners to parlors or chapels in which wakes or funerals are being held. | —0 | —0 |
Place caskets in parlors or chapels prior to wakes or funerals. | —0 | —0 |
Clean and drive funeral vehicles, such as cars or hearses, in funeral processions. | —0 | —0 |
Carry flowers to hearses or limousines for transportation to places of interment. | —0 | —0 |
Clean funeral parlors or chapels. | —0 | —0 |
Arrange floral offerings or lights around caskets. | —0 | —0 |
Provide advice to mourners on how to make charitable donations in honor of the deceased. | —0 | —0 |
Issue and store funeral equipment. | —0 | —0 |
Act as pallbearers. | —0 | —0 |
Transport the deceased to the funeral home. | —0 | —0 |
Supervise funeral processions and assist with cemetery parking. | —0 | —0 |
Deliver floral arrangements or other items to family members of the deceased. | —0 | —0 |
Perform general maintenance tasks for funeral homes, such as maintaining equipment or caring for funeral grounds. | —0 | —0 |
Obtain burial permits and register deaths. | —0 | —0 |
Assist with cremations and the processing and packaging of cremated remains. | —0 | —0 |
Embalm, dress, cosmeticize, and casket the deceased. | —0 | —0 |
Manage funeral home finances, including receiving payments, making bank deposits, or performing general bookkeeping duties. | —0 | —0 |
Obtain doctors' signatures on death certificate and complete other paperwork, such as insurance claims forms. | —0 | —0 |
Meet with family members to plan the funeral. | —0 | —0 |
Prepare obituaries for newspapers. | —0 | —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 | 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 |
Perform a variety of tasks during funerals to assist funeral directors and to ensure that services run smoothly and as planned.O*NET Task ID 4511 | 0.0 |
Greet people at the funeral home.O*NET Task ID 4512 | 0.0 |
Offer assistance to mourners as they enter or exit limousines.O*NET Task ID 4513 | 0.0 |
Close caskets at appropriate point in services.O*NET Task ID 4514 | 0.0 |
Direct or escort mourners to parlors or chapels in which wakes or funerals are being held.O*NET Task ID 4517 | 0.0 |
Place caskets in parlors or chapels prior to wakes or funerals.O*NET Task ID 4518 | 0.0 |
Clean and drive funeral vehicles, such as cars or hearses, in funeral processions.O*NET Task ID 4519 | 0.0 |
Carry flowers to hearses or limousines for transportation to places of interment.O*NET Task ID 4520 | 0.0 |
Clean funeral parlors or chapels.O*NET Task ID 4521 | 0.0 |
Arrange floral offerings or lights around caskets.O*NET Task ID 4522 | 0.0 |
Issue and store funeral equipment.O*NET Task ID 4525 | 0.0 |
Assist with cremations and the processing and packaging of cremated remains.O*NET Task ID 4526 | 0.0 |
Act as pallbearers.O*NET Task ID 4527 | 0.0 |
Transport the deceased to the funeral home.O*NET Task ID 20597 | 0.0 |
Attend to the needs of the bereaved, such as by offering comfort, counseling, or after-care programs.O*NET Task ID 20598 | 0.0 |
Supervise funeral processions and assist with cemetery parking.O*NET Task ID 20600 | 0.0 |
Deliver floral arrangements or other items to family members of the deceased.O*NET Task ID 20601 | 0.0 |
Perform general maintenance tasks for funeral homes, such as maintaining equipment or caring for funeral grounds.O*NET Task ID 20602 | 0.0 |
Embalm, dress, cosmeticize, and casket the deceased.O*NET Task ID 20603 | 0.0 |
Meet with family members to plan the funeral.O*NET Task ID 20606 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page