Academic Technology Coordinators

Education & Training

AI exposure

  • Data source: BLSPublished: 2026-08

    Very high· 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

    0.311

    0.000Range of values carried here0.745
    Scale, basis and source

    Observed exposure index, 0–1 as published

    Mapped onto O*NET tasks

    Source dataset

  • Data source: ILOPublished: 2025

    0.39

    0.09Range of values carried here0.70

    Group-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, 44% score at or above this value.

    Source dataset

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

Show 161 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.

15-1199

4.872142.94.306233.5
Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.

15-1199

0.90047.91.10028.6
Search electronic sources, such as databases or repositories, or manual sources for information.

15-1199

0.48534.30.20441.6
Determine sources of web page or server problems, and take action to correct such problems.

15-1199

0.36333.20.26292.0
Develop transactional Web applications, using Web programming software and knowledge of programming languages, such as hypertext markup language (HTML) and extensible markup language (XML).

15-1199

0.32932.90.29362.3
Provide technical guidance or support for the development or troubleshooting of systems.

15-1199

0.32322.80.03020.2
Provide feedback and recommendations to developers on software usability and functionality.

15-1199

0.29202.60.21741.7
Develop application-specific software.

15-1199

0.27242.40.48553.8
Respond to program error messages by finding and correcting problems or terminating the program.

43-9011

0.26342.30.27302.1
Consult with multiple stakeholders to define requirements and implement online features.

15-1199

0.24192.10.04230.3

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Occupation information