Producers and Directors

Arts, Design, Entertainment & Media

AI exposure

  • Data source: BLSPublished: 2026-08

    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

    0.092

    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

    0.37

    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, 53% 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

Exposed tasks only

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.

TaskβE1 + 0.5 × E2
Write and edit news stories from information collected by reporters and other sources.

O*NET Task ID 22514

1.0
"Consult with writers, producers, or actors about script changes or ""workshop"" scripts, through rehearsal with writers and actors to create final drafts."

O*NET Task ID 22524

1.0
Compile scripts, program notes, and other material related to productions.

O*NET Task ID 22528

1.0
Perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.

O*NET Task ID 22529

1.0
Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.

O*NET Task ID 22533

1.0
Write and submit proposals to bid on contracts for projects.

O*NET Task ID 22539

1.0
Plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.

O*NET Task ID 22515

0.5
Coordinate the activities of writers, directors, managers, and other personnel throughout the production process.

O*NET Task ID 22518

0.5
Study and research scripts to determine how they should be directed.

O*NET Task ID 22519

0.5
Confer with technical directors, managers, crew members, and writers to discuss details of production, such as photography, script, music, sets, and costumes.

O*NET Task ID 22521

0.5
Communicate to actors the approach, characterization, and movement needed for each scene in such a way that rehearsals and takes are minimized.

O*NET Task ID 22516

0.0
Direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.

O*NET Task ID 22517

0.0
Supervise and coordinate the work of camera, lighting, design, and sound crew members.

O*NET Task ID 22520

0.0
Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.

O*NET Task ID 22527

0.0
Resolve personnel problems that arise during the production process by acting as liaisons between dissenting parties when necessary.

O*NET Task ID 22530

0.0
Hold auditions for parts or negotiate contracts with actors determined suitable for specific roles.

O*NET Task ID 22542

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

Occupation information