The Task Exposure Indexv2026.Q3
Occupation · SOC 39-4021.00 · Job Zone 2

AI exposure: Funeral Attendants

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.

Reading this score

computed

At 16.2% of weighted task load, Funeral Attendants sits at the 27th percentile, below the point where a job's centre of gravity has moved. 75.9% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.

What holds the line here is embodiment. Across this occupation's 24 tasks it averages 2.17 out of 3, the highest of the five friction dimensions. In plain terms, the work has to happen in physical space. A language model cannot move matter. Until the robotics to do this work is both good enough and cheap enough to deploy widely, capability in software does not reach it.

The most exposed thing this job does is Issue and store funeral equipment, at 93.3%. The least is Assist with cremations and the processing and packaging of cremated remains, at 0.0%. A gap of 93.3% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.

Within personal care and service occupations, this one is less exposed than the median of 24.4% across the group's 31 roles, with 25 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.

What would move this score. Of 24 tasks, 7 are currently banded exposed, 0 assisted and 17 untouched. For that distribution to shift materially would take robotics cheap and reliable enough to deploy at scale, not a better language model. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.

Where the score comes from

judged

Every task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.

DimensionMeanScale
Capability1.100-4
Embodiment2.170-3
Presence1.250-3
Accountability0.620-3
Context1.190-3
Verification cost0.940-3

Task by task

24 tasks, O*NET 31.0
TaskExposedAssistedUntouchedImportanceBand
Issue and store funeral equipment.93.3%6.7%0.0%3.71exposed
Prepare obituaries for newspapers.86.7%13.3%0.0%4.57exposed
Obtain burial permits and register deaths.73.3%26.7%0.0%4.54exposed
Obtain doctors' signatures on death certificate and complete other paperwork, such as insurance claims forms.50.0%25.0%25.0%4.54exposed
Perform various administrative tasks, such as typing documents or answering telephone calls.50.0%25.0%25.0%4.15exposed
Perform a variety of tasks during funerals to assist funeral directors and to ensure that services run smoothly and as planned.45.0%30.0%25.0%4.44exposed
Direct or escort mourners to parlors or chapels in which wakes or funerals are being held.31.7%18.3%50.0%4.35exposed
Greet people at the funeral home.13.3%11.7%75.0%4.52untouched
Clean and drive funeral vehicles, such as cars or hearses, in funeral processions.6.7%5.8%87.5%3.98untouched
Provide advice to mourners on how to make charitable donations in honor of the deceased.6.7%18.3%75.0%3.57untouched
Attend to the needs of the bereaved, such as by offering comfort, counseling, or after-care programs.6.7%18.3%75.0%4.35untouched
Close caskets at appropriate point in services.0.0%0.0%100.0%4.38untouched
Place caskets in parlors or chapels prior to wakes or funerals.0.0%0.0%100.0%4.32untouched
Offer assistance to mourners as they enter or exit limousines.0.0%0.0%100.0%4.29untouched
Clean funeral parlors or chapels.0.0%0.0%100.0%4.09untouched
Arrange floral offerings or lights around caskets.0.0%0.0%100.0%4.07untouched
Act as pallbearers.0.0%0.0%100.0%3.98untouched
Supervise funeral processions and assist with cemetery parking.0.0%0.0%100.0%3.97untouched
Deliver floral arrangements or other items to family members of the deceased.0.0%0.0%100.0%3.88untouched
Carry flowers to hearses or limousines for transportation to places of interment.0.0%0.0%100.0%3.83untouched
Perform general maintenance tasks for funeral homes, such as maintaining equipment or caring for funeral grounds.0.0%0.0%100.0%3.82untouched
Embalm, dress, cosmeticize, and casket the deceased.0.0%0.0%100.0%4.67untouched
Transport the deceased to the funeral home.0.0%0.0%100.0%4.54untouched
Assist with cremations and the processing and packaging of cremated remains.0.0%0.0%100.0%4.52untouched

Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.

Occupations either side of this one

The four closest scores in the same occupational family, then the four closest anywhere in the index.

Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.

What this means in practice

Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.