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Balam Labs
ISCO-08 4227

Survey and market research interviewers

87.9%
ADI · 79th of 433 · 95% interval 69.0–100.0

An AI agent can at least partly carry out 87.9% of the task time of survey and market research interviewers, and finish 0.0% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full87.9%

79th of 433 · interval 69.0–100.0

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time59.8%

58th of 433 · interval 53.7–65.3

Evidence16

task statements rated by two models and weighted by importance and frequency. World employment: 0.8 million.

Task weight by level

How the tasks rate

12%
88%
L0No meaningful role · 0.0%L1Augmentation · 12.1%L2Partial delegation · 87.9%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence14%
Accountability2%
Trust and care49%
Access to systems61%

Share of task weight flagged by each barrier; a task can carry several.

16 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.Interviewers, Except Eligibility and Loan7.9%L2L2L265%15 minTrust and care, Access to systems
Locate and list addresses and households.Interviewers, Except Eligibility and Loan · supplemental task7.8%L1L2L140%2.2 hPhysical presence, Access to systems
Perform office duties, such as telemarketing or customer service inquiries, maintaining staff records, billing patients, or receiving payments.Interviewers, Except Eligibility and Loan7.5%L2L2L265%40 minAccess to systems
Ensure payment for services by verifying benefits with the person's insurance provider or working out financing options.Interviewers, Except Eligibility and Loan7.2%L2L2L260%22 minAccess to systems
Review data obtained from interview for completeness and accuracy.Interviewers, Except Eligibility and Loan7.0%L2L3L278%28 minAccess to systems
Compile, record, and code results or data from interview or survey, using computer or specified form.Interviewers, Except Eligibility and Loan6.9%L2L3L282%38 min–
Identify and report problems in obtaining valid data.Interviewers, Except Eligibility and Loan6.8%L2L2L260%38 minAccess to systems
Perform patient services, such as answering the telephone or assisting patients with financial or medical questions.Interviewers, Except Eligibility and Loan6.8%L2L2L258%12 minTrust and care, Access to systems
Assist individuals in filling out applications or questionnaires.Interviewers, Except Eligibility and Loan6.5%L2L2L260%25 minTrust and care
Contact individuals to be interviewed at home, place of business, or field location, by telephone, mail, or in person.Interviewers, Except Eligibility and Loan · supplemental task6.3%L2L2L258%15 minPhysical presence, Trust and care, Access to systems
Identify and resolve inconsistencies in interviewees' responses by means of appropriate questioning or explanation.Interviewers, Except Eligibility and Loan6.2%L2L2L258%18 minTrust and care
Collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a Census Enumerator.Interviewers, Except Eligibility and Loan · supplemental task5.0%L2L2L258%3.0 hPhysical presence, Trust and care, Access to systems
Explain survey objectives and procedures to interviewees and interpret survey questions to help interviewees' comprehension.Interviewers, Except Eligibility and Loan · supplemental task5.0%L2L2L255%10 minTrust and care, Access to systems
Supervise or train other staff members.Interviewers, Except Eligibility and Loan4.4%L2L2L238%1.3 hTrust and care, Access to systems
Prepare reports to provide answers in response to specific problems.Interviewers, Except Eligibility and Loan4.4%L2L3L272%1.5 hAccountability, Access to systems
Show the other 1 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Meet with supervisor daily to submit completed assignments and discuss progress.Interviewers, Except Eligibility and Loan4.3%L1L1L240%20 minTrust and care

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.

Against other measures

Exposure is not delegation

MeasureValuePercentilePct
ADI (this index)87.9%82
Eloundou et al. (2024), GPT exposure β0.67893
Felten et al. (2021), AI occupational exposure1.29794
Webb (2020), AI patent exposure148
Eisfeldt et al. (2026), generative AI exposure0.61894
Anthropic Economic Index, observed use0.38596

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.

Same sub-major group (42)

Neighbouring occupations

Dashed line: survey and market research interviewers (87.9%).

Cite this record
Text

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: Survey and market research interviewers (ISCO-08 4227), https://balamlabs.org/adi/occupations/4227

BibTeX
@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: Survey and market research interviewers (ISCO-08 4227)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/4227.json.