Occupation baseline · Research consensus
Will AI replace Producers and Directors?
Baseline AI displacement risk for Producers and Directors, aggregated from 11 research sources.
What this score means
Producers and Directors leans toward the safer end for Media & Creative. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 37 out of 100 it sits close to the Media & Creative average of 37. Across the 11 sources behind this baseline, individual estimates run from 13 to 49, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Producers and Directors, most central first, showing 12 of 30.
- 01Plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.
- 02Communicate to actors the approach, characterization, and movement needed for each scene in such a way that rehearsals and takes are minimized.
- 03Direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.
- 04Research production topics using the internet, video archives, and other informational sources.
- 05Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.
- 06Study and research scripts to determine how they should be directed.
- 07Supervise and coordinate the work of camera, lighting, design, and sound crew members.
- 08Confer with technical directors, managers, crew members, and writers to discuss details of production, such as photography, script, music, sets, and costumes.
- 09Perform management activities, such as budgeting, scheduling, planning, and marketing.
- 10Consult with writers, producers, or actors about script changes or "workshop" scripts, through rehearsal with writers and actors to create final drafts.
- 11Identify and approve equipment and elements required for productions, such as scenery, lights, props, costumes, choreography, and music.
- 12Establish pace of programs and sequences of scenes according to time requirements and cast and set accessibility.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 11 research sources that scored Producers and Directors for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01AI Will Reshape More Jobs Than It Replaces · 2026BCG Henderson Institute (2026)
- 02Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 03Crashing Waves vs. Rising Tides: Preliminary Findings on AI Automation from Thousands of Worker Evaluations of Labor Market Tasks · 2026Mertens, Thompson et al., MIT FutureTech (2026)
- 04Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 05The AI Jobs Transition Framework: Mapping AI's Near-Term Impact on Jobs · 2026OpenAI Economic Research (2026)
- 06WORKBank: Expert-Rated Automation Capacity of Occupational Tasks · 2026Shao, Zope, Jiang, Pei, Nguyen, Brynjolfsson, Yang, Stanford (2026)
- 07Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 08Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 09GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 10AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
- 11Generative AI and the Future of Work in America · 2023McKinsey Global Institute (2023)
Common questions
- How likely is AI to replace Producers and Directors?
- Published research puts Producers and Directors at 37 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 11 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Producers and Directors?
- Only partly. Individual estimates for Producers and Directors run from 13 to 49 out of 100 across the 11 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which media & creative roles face similar AI exposure?
- The closest published media & creative roles to Producers and Directors by score are Art Directors (37/100), Fashion Designers (37/100), and Film and Video Editors (39/100). Each has its own page with the research behind its number.
Also covers
Animation Director · Animation Producer · Art Framing Manager · Artistic Director · Broadcast News Producer · Broadcast Producer · Casting Director · Commercial Director and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More media & creative occupations
- Film and Video Editors39/100
- Photographers39/100
- Art Directors37/100
- Fashion Designers37/100
- Disc Jockeys, Except Radio35/100
- Fine Artists, Including Painters, Sculptors, and Illustrators35/100
- Media Technical Directors/Managers35/100
- Talent Directors35/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.