AI exposure Arts, design, entertainment, sports and media
Will AI replace music directors and composers?
Music Directors and Composers. US occupation 27-2041.
The reading
3.7%
of the time music directors and composers spend on their work goes on tasks where AI is already being used to do that work.of music directors and composers' working hours go on tasks AI has already started taking off their plate.
Ranked 284 of 756 US occupations. More exposed than 62% of them.Further along than 62% of them.
Per cent of working time Square-law scale
Average US job 7.7%
Around the middle of the pack.Keeping pace with the average job.
What AI already does for music directors and composersWhat music directors and composers no longer do alone
O*NET lists 30 tasks for music directors and composers. AI use at work shows up in 1 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.
- Perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials.Core task automated and assisted 0.77
What it does not touch, yetWhat still needs a human
29 of the 30 tasks show no AI use at work in the data.
- Apply elements of music theory to create musical and tonal structures, including harmonies and melodies.Core task
- Arrange music composed by others, changing the music to achieve desired effects.Core task
- Assign and review staff work in such areas as scoring, arranging, and copying music, and vocal coaching.Core task
- Audition and select performers for musical presentations.Core task
- Collaborate with other colleagues, such as copyists, to complete final scores.Core task
- Confer with producers and directors to define the nature and placement of film or television music.Core task
Show the other 23
- Consider such factors as ensemble size and abilities, availability of scores, and the need for musical variety, to select music to be performed.Core task
- Copy parts from scores for individual performers.Core task
- Create original musical forms, or write within circumscribed musical forms such as sonatas, symphonies, or operas.Core task
- Determine voices, instruments, harmonic structures, rhythms, tempos, and tone balances required to achieve the effects desired in a musical composition.Core task
- Direct groups at rehearsals and live or recorded performances to achieve desired effects such as tonal and harmonic balance dynamics, rhythm, and tempo.Core task
- Experiment with different sounds, and types and pieces of music, using synthesizers and computers as necessary to test and evaluate ideas.Core task
- Explore and develop musical ideas based on sources such as imagination or sounds in the environment.Core task
- Fill in details of orchestral sketches, such as adding vocal parts to scores.Core task
- Meet with soloists and concertmasters to discuss and prepare for performances.Core task
- Plan and schedule rehearsals and performances, and arrange details such as locations, accompanists, and instrumentalists.Core task
- Position members within groups to obtain balance among instrumental or vocal sections.Core task
- Rewrite original musical scores in different musical styles by changing rhythms, harmonies, or tempos.Core task
- Study films or scripts to determine how musical scores can be used to create desired effects or moods.Core task
- Study scores to learn the music in detail, and to develop interpretations.Core task
- Transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers.Core task
- Transcribe musical compositions and melodic lines to adapt them to a particular group, or to create a particular musical style.Core task
- Transpose music from one voice or instrument to another to accommodate particular musicians.Core task
- Use gestures to shape the music being played, communicating desired tempo, phrasing, tone, color, pitch, volume, and other performance aspects.Core task
- Write music for commercial mediums, including advertising jingles or film soundtracks.Core task
- Write musical scores for orchestras, bands, choral groups, or individual instrumentalists or vocalists, using knowledge of music theory and of instrumental and vocal capabilities.Core task
- Coordinate and organize tours, or hire touring companies to arrange concert dates, venues, accommodations, and transportation for longer tours.
- Produce recordings of music.
- Stay abreast of the latest trends in music and music technology.
How that compares
Among the 34 arts, design, entertainment, sports and media occupations, music directors and composers rank 22. The group averages 14.2%, and its most exposed job is Technical Writers at 47.5%. The average US occupation sits at 7.7%.
Just above in the ranking
- 281Physical Scientists, All Other 3.8%
- 284Detectives and Criminal Investigators 3.7%
- 284Industrial Engineers 3.7%
Just below
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.