O*NET-SOC code
39-2011.00

Train animals for riding, harness, security, performance, or obedience, or for assisting persons with disabilities. Accustom animals to human voice and contact, and condition animals to respond to commands. Train animals according to prescribed standards for show or competition. May train animals to carry pack loads or work as part of pack team.

  • Data source: BLSPublished: 2026-08

    Low· 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

    0.14

    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

19 rated tasks · 2 tasks with β ≥ 0.5 (10.5%)

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
  • 4 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
Keep records documenting animal health, diet, or behavior.

O*NET Task ID 7995

1.0
Advise animal owners regarding the purchase of specific animals.

O*NET Task ID 7996

0.5
Observe animals' physical conditions to detect illness or unhealthy conditions requiring medical care.

O*NET Task ID 7988

0.0
Cue or signal animals during performances.

O*NET Task ID 7989

0.0
Administer prescribed medications to animals.

O*NET Task ID 7990

0.0
Evaluate animals to determine their temperaments, abilities, or aptitude for training.

O*NET Task ID 7991

0.0
Feed or exercise animals or provide other general care, such as cleaning or maintaining holding or performance areas.

O*NET Task ID 7992

0.0
Talk to or interact with animals to familiarize them to human voices or contact.

O*NET Task ID 7993

0.0
Instruct jockeys in handling specific horses during races.

O*NET Task ID 7997

0.0
Train horses or other equines for riding, harness, show, racing, or other work, using knowledge of breed characteristics, training methods, performance standards, and the peculiarities of each animal.

O*NET Task ID 7998

0.0
Use oral, spur, rein, or hand commands to condition horses to carry riders or to pull horse-drawn equipment.

O*NET Task ID 7999

0.0
Place tack or harnesses on horses to accustom horses to the feel of equipment.

O*NET Task ID 8000

0.0
Train dogs in human assistance or property protection duties.

O*NET Task ID 8001

0.0
Retrain horses to break bad habits, such as kicking, bolting, or resisting bridling or grooming.

O*NET Task ID 8002

0.0
Train and rehearse animals, according to scripts, for motion picture, television, film, stage, or circus performances.

O*NET Task ID 8003

0.0
Organize or conduct animal shows.

O*NET Task ID 8004

0.0
Conduct training programs to develop or maintain desired animal behaviors for competition, entertainment, obedience, security, riding, or related purposes.

O*NET Task ID 20593

0.0
Evaluate animals for trainability and ability to perform.

O*NET Task ID 20594

0.0
Train dogs to work as guides for the visually impaired.

O*NET Task ID 20595

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

All O*NET 31.0 task statements (15)

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
Observe animals' physical conditions to detect illness or unhealthy conditions requiring medical care.Core
Cue or signal animals during performances.Core
Administer prescribed medications to animals.Core
Evaluate animals to determine their temperaments, abilities, or aptitude for training.Core
Feed or exercise animals or provide other general care, such as cleaning or maintaining holding or performance areas.Core
Talk to or interact with animals to familiarize them to human voices or contact.Core
Keep records documenting animal health, diet, or behavior.Core
Advise animal owners regarding the purchase of specific animals.Core
Conduct training programs to develop or maintain desired animal behaviors for competition, entertainment, obedience, security, riding, or related purposes.Core
Evaluate animals for trainability and ability to perform.Core
Train horses or other equines for riding, harness, show, racing, or other work, using knowledge of breed characteristics, training methods, performance standards, and the peculiarities of each animal.Supplemental
Use oral, spur, rein, or hand commands to condition horses to carry riders or to pull horse-drawn equipment.Supplemental
Train dogs in human assistance or property protection duties.Supplemental
Retrain horses to break bad habits, such as kicking, bolting, or resisting bridling or grooming.Supplemental
Organize or conduct animal shows.Supplemental

Occupation information

Employment outlook (BLS)

Employment, 2025
48K
Projected employment, 2035
50K
Change (2025–35)
+4.2%
Median annual wage, 2025
$39,990
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
43321반려동물 훈련사This occupation is broaderconfirmed
29699그 외 스포츠 및 레크리에이션 관련 전문가Overlapping, not the sameconfirmed
43322반려동물 행동 상담사Overlapping, not the sameconfirmed

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 5164Pet Groomers and Animal Care Workers

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

Pet groomers and animal care workers feed, handle, train and groom animals and assist veterinarians, animal health technologists and technicians in veterinary facilities, animal shelters, breeding and boarding kennels, zoos, laboratories, retail pet shops, riding schools, dog training schools pet grooming and similar establishments.

Tasks

  • (a) bathing and feeding animals;
  • (b) leading or carrying animals to treatment room and holding them during treatment;
  • (c) cleaning and sterilising veterinary surgical instruments;
  • (d) labelling drugs, chemicals and other pharmaceutical preparations and replenishing stock;
  • (e) sterilising bottles, beakers and other equipment;
  • (f) cleaning, organizing, and disinfecting animal quarters such as pens, stables, cages and yards, and animal equipment such as saddles and bridles;
  • (g) collecting and recording animal information such as weight, size, physical condition, treatments received, medications given and food intake;
  • (h) training animals to develop and maintain desired behaviours for competition, entertainment, obedience, security, riding and other activities;
  • (i) grooming animals by performing tasks such as washing, brushing, clipping, and trimming coats, cutting nails and cleaning ears.

Example occupations

Animal attendant · Dog trainer · Horse breaker · Veterinary aide · Zoo keeper

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.

  • animal trainerESCO 5164.2.1Same scope

    Animal trainers train animals and/or animal handlers for general and specific purposes, including assistance, security, leisure, competition, transportation, obedience and routine handling, entertainment and education, in accordance with national legislation.

  • animal handlerESCO 5164.2This occupation is broader

    Animal handlers are in charge of handling animals in a working role and continue the training of the animal, in accordance with national legislation.

  • dog trainerESCO 5164.2.1.1This occupation is broader

    Dog trainers train animals and/or dog handlers for general and specific purposes, including assistance, security, leisure, competition, transportation, obedience and routine handling, entertainment and education, in accordance with national legislation.

  • guide dog instructorESCO 5164.2.1.1.1This occupation is broader

    Guide dog instructors train dogs to be responsible in guiding blind people to travel effectively. They plan the training sessions, match guide dogs with their clients and ensure overall routine care of the training dogs. Guide dog instructors also provide advice to the blind people in the use of techniques that facilitate dog's travel skills and mobility.

  • horse trainerESCO 5164.2.1.2This occupation is broader

    Horse trainers train animals and/or riders for general and specific purposes, including assistance, security, leisure, competition, transportation, obedience and routine handling, entertainment and education, in accordance with national legislation.

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
A1509Comportementaliste animalier / Comportementaliste animalièreThis occupation is broader
A1426Educateur canin / Educatrice canineThis occupation is broaderprovisional
A1508Dresseur animalier / Dresseuse animalièreThis occupation is broaderprovisional
L1204Artiste de cirqueRelated, not a match
A1510Préparateur / Préparatrice d'équidésRelated, not a matchprovisional
G1210Enseignant / Enseignante d'équitationRelated, not a matchprovisional
G1234Musher guide de randonnée en traîneauRelated, not a matchprovisional
L1206Cavalier / Cavalière de spectacleRelated, not a matchprovisional
L1403Cavalier / Cavalière d'entraînementRelated, 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
5893Cuidadores de animales y adiestradoresThis 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
11322Berufe in der Pferdewirtschaft - Reiten - fachlich ausgerichtete TätigkeitenOverlapping, not the same
11582Berufe in der Tierpflege (sonstige spezifische Tätigkeitsangabe) - fachlich ausgerichtete TätigkeitenOverlapping, not the same
11302Berufe in der Pferdewirtschaft (ohne Spezialisierung) - fachlich ausgerichtete TätigkeitenRelated, not a matchprovisional
11393Aufsichtskräfte - PferdewirtschaftRelated, 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
249他に分類されない専門的職業従事者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