Astrologers, fortune-tellers and related workers
An AI agent can at least partly carry out 52.6% of the task time of astrologers, fortune-tellers and related workers, and finish 5.3% alone. The barrier that holds most of the rest back is access to the systems the work runs on.
177th of 433 · interval 31.6–73.7
71st of 433 · interval 0.0–15.8
168th of 433 · interval 31.3–54.5
task statements rated by two models and weighted by importance and frequency. World employment: 0.1 million.
How the tasks rate
What stops the agent
Share of task weight flagged by each barrier; a task can carry several.
| Task statement (O*NET occupation) | Weight | Level | Sonnet · Haiku | Share | Human time | Barriers |
|---|---|---|---|---|---|---|
| Accept music requests from event guests.Disc Jockeys, Except Radio · supplemental task | 5.3% | L1 | L1L2 | 42% | 4 min | Physical presence, Trust and care, Access to systems |
| Encourage guests to dance using group dances, competitions, or other party games.Disc Jockeys, Except Radio · supplemental task | 5.3% | L0 | L0L1 | 10% | 38 min | Physical presence, Trust and care |
| Organize music libraries or playlists.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L3 | 78% | 1.5 h | Access to systems |
| Operate visual effects equipment, such as lights, fog machines, or lasers.Disc Jockeys, Except Radio · supplemental task | 5.3% | L1 | L1L1 | 22% | 2.5 h | Physical presence, Accountability, Access to systems |
| Operate disc jockey controller and other equipment, such as microphones.Disc Jockeys, Except Radio · supplemental task | 5.3% | L0 | L1L0 | 10% | 2.5 h | Physical presence, Trust and care, Access to systems |
| Mix, cut, or sample recorded music using DJ controllers, CDJs, or DJ mixers.Disc Jockeys, Except Radio · supplemental task | 5.3% | L1 | L1L1 | 15% | 1.5 h | Physical presence, Trust and care, Access to systems |
| Maintain up-to-date knowledge of music releases and trends.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L2 | 68% | 1.5 h | – |
| Listen to music before playing at events to ensure recordings are appropriate and meet quality standards.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L2 | 50% | 52 min | – |
| Lead party games, such as dance-offs or prize giveaways.Disc Jockeys, Except Radio · supplemental task | 5.3% | L0 | L0L1 | 10% | 25 min | Physical presence, Trust and care |
| Develop written contracts for bookings.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L3 | 78% | 52 min | – |
| Adhere to schedules to keep events running on time.Disc Jockeys, Except Radio · supplemental task | 5.3% | L1 | L1L2 | 25% | 2.5 h | Physical presence, Access to systems |
| Create tailored playlists by aligning music with event functions.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L3 | 70% | 2.0 h | Access to systems |
| Create itemized invoices to record amounts due for services rendered.Disc Jockeys, Except Radio · supplemental task | 5.3% | L3 | L3L3 | 88% | 20 min | Access to systems |
| Conduct sound checks to ensure equipment is working and appropriate for the venue.Disc Jockeys, Except Radio · supplemental task | 5.3% | L1 | L1L1 | 12% | 38 min | Physical presence, Access to systems |
| Communicate with clients or venue owners to determine event information, such as music preferences, scheduling, and anticipated attendance.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L2 | 60% | 45 min | Trust and care, Access to systems |
Show the other 4 tasks
| Task statement (O*NET occupation) | Weight | Level | Sonnet · Haiku | Share | Human time | Barriers |
|---|---|---|---|---|---|---|
| Collect payments from customers.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L2 | 65% | 22 min | Access to systems |
| Assemble audio and video equipment.Disc Jockeys, Except Radio · supplemental task | 5.3% | L0 | L1L0 | 12% | 52 min | Physical presence, Access to systems |
| Advertise services using media such as internet advertising and brochures.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L2 | 68% | 3.0 h | Access to systems |
| Select and play music incorporating crowd preferences and mood.Disc Jockeys, Except Radio · supplemental task | 5.3% | L2 | L2L2 | 42% | 3.0 h | Physical presence, Trust and care, Access to systems |
Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.
Exposure is not delegation
| Measure | Value | Percentile |
|---|---|---|
| ADI (this index) | 52.6% | 59 |
| Eloundou et al. (2024), GPT exposure β | 0.526 | 82 |
| Felten et al. (2021), AI occupational exposure | – | – |
| Webb (2020), AI patent exposure | – | – |
| Eisfeldt et al. (2026), generative AI exposure | 0.263 | 64 |
| Anthropic Economic Index, observed use | – | – |
Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.
Neighbouring occupations
| Occupation | ADI | % |
|---|---|---|
| Driving instructors 5165 | 59.2 | |
| Cleaning and housekeeping supervisors in offices, hotels and other establishments 5151 | 55.3 | |
| Travel guides 5113 | 43.6 | |
| Domestic housekeepers 5152 | 39.6 | |
| Companions and valets 5162 | 36.8 | |
| Personal services workers not elsewhere classified 5169 | 36.4 | |
| Beauticians and related workers 5142 | 26.5 | |
| Hairdressers 5141 | 25.8 | |
| Undertakers and embalmers 5163 | 24.7 | |
| Cooks 5120 | 24.2 | |
| Pet groomers and animal care workers 5164 | 23.8 | |
| Bartenders 5132 | 20.2 |
Dashed line: astrologers, fortune-tellers and related workers (52.6%).
Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Astrologers, fortune-tellers and related workers (ISCO-08 5161), https://balamlabs.org/adi/occupations/5161
@misc{espinal2026adidata,
title = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
author = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
year = {2026},
publisher = {Zenodo},
version = {v2026.1},
doi = {10.5281/zenodo.23552918},
url = {https://doi.org/10.5281/zenodo.23552918},
note = {Record: Astrologers, fortune-tellers and related workers (ISCO-08 5161)}
}The same record as static JSON, with its citation: /adi/v2026.1/isco/5161.json.