Music Composers and Arrangers
Write and transcribe musical scores.
How AI Impacts Each Task
24 tasks analyzed
Apply elements of music theory to create musical and tonal structures, including harmonies and melodies.
Use computers and synthesizers to compose, orchestrate, and arrange music.
Determine voices, instruments, harmonic structures, rhythms, tempos, and tone balances required to achieve the effects desired in a musical composition.
Experiment with different sounds, and types and pieces of music, using synthesizers and computers as necessary to test and evaluate ideas.
Write changes directly into compositions, or use computer software to make changes.
Transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers.
Guide musicians during rehearsals, performances, or recording sessions.
Score compositions so that they are consistent with instrumental and vocal capabilities such as ranges and keys, using knowledge of music theory.
Write musical scores for orchestras, bands, choral groups, or individual instrumentalists or vocalists, using knowledge of music theory and of instrumental and vocal capabilities.
Confer with producers and directors to define the nature and placement of film or television music.
Fill in details of orchestral sketches, such as adding vocal parts to scores.
Explore and develop musical ideas based on sources such as imagination or sounds in the environment.
Write music for commercial mediums, including advertising jingles or film soundtracks.
Transpose music from one voice or instrument to another to accommodate particular musicians.
Rewrite original musical scores in different musical styles by changing rhythms, harmonies, or tempos.
Study original pieces of music to become familiar with them prior to making any changes.
Arrange music composed by others, changing the music to achieve desired effects.
Accept commissions to create music for special occasions.
Study films or scripts to determine how musical scores can be used to create desired effects or moods.
Create original musical forms, or write within circumscribed musical forms such as sonatas, symphonies, or operas.
Collaborate with other colleagues, such as copyists, to complete final scores.
Copy parts from scores for individual performers.
Stay abreast of the latest trends in music and music technology.
Produce recordings of music.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Apply elements of music theory to create musical and tonal structures, including harmonies and melodies. | 68.47Observed | 54.4% | 8% | |
| Use computers and synthesizers to compose, orchestrate, and arrange music. | 67.5Observed | 54.0% | 8% | |
| Determine voices, instruments, harmonic structures, rhythms, tempos, and tone balances required to achieve the effects desired in a musical composition. | 59.62Observed | 50.9% | 7% | |
| Experiment with different sounds, and types and pieces of music, using synthesizers and computers as necessary to test and evaluate ideas. | 70.83Observed | 55.3% | 6% | |
| Write changes directly into compositions, or use computer software to make changes. | 48.68Observed | 46.5% | 5% | |
| Transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers. | 66.25Observed | 75.7% | 5% | |
| Guide musicians during rehearsals, performances, or recording sessions. | 10Estimated | 19.0% | 5% | |
| Score compositions so that they are consistent with instrumental and vocal capabilities such as ranges and keys, using knowledge of music theory. | 65Estimated | 53.0% | 5% | |
| Write musical scores for orchestras, bands, choral groups, or individual instrumentalists or vocalists, using knowledge of music theory and of instrumental and vocal capabilities. | 58.63Observed | 50.5% | 5% | |
| Confer with producers and directors to define the nature and placement of film or television music. | 56.75Observed | 37.7% | 4% | |
| Fill in details of orchestral sketches, such as adding vocal parts to scores. | 60Estimated | 51.0% | 3% | |
| Explore and develop musical ideas based on sources such as imagination or sounds in the environment. | 70.3Observed | 55.1% | 4% | |
| Write music for commercial mediums, including advertising jingles or film soundtracks. | 62.15Observed | 51.9% | 4% | |
| Transpose music from one voice or instrument to another to accommodate particular musicians. | 95Estimated | 87.2% | 4% | |
| Rewrite original musical scores in different musical styles by changing rhythms, harmonies, or tempos. | 55.65Observed | 49.3% | 3% | |
| Study original pieces of music to become familiar with them prior to making any changes. | 61.9Observed | 51.8% | 3% | |
| Arrange music composed by others, changing the music to achieve desired effects. | 67.67Observed | 54.1% | 3% | |
| Accept commissions to create music for special occasions. | 15Estimated | 21.0% | 2% | |
| Study films or scripts to determine how musical scores can be used to create desired effects or moods. | 50Observed | 47.0% | 3% | |
| Create original musical forms, or write within circumscribed musical forms such as sonatas, symphonies, or operas. | 55Estimated | 49.0% | 3% | |
| Collaborate with other colleagues, such as copyists, to complete final scores. | 20Estimated | 23.0% | 3% | |
| Copy parts from scores for individual performers. | 97Estimated | 88.0% | 2% | |
| Stay abreast of the latest trends in music and music technology. | 40Estimated | 43.0% | 2% | |
| Produce recordings of music. | 55Estimated | 49.0% | 3% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation

‘It will never cover what’s authentic’: African music industry weighs up AI risks and rewards
Delegates at a Cape Verde event debated AI's role in music creation following an unauthorized AI-generated choir track featuring Nigerian singer Fave. Industry leaders emphasize that while AI offers new tools, it cannot replace authentic human talent.

GRAI believes AI can make music more social, not replace artists
Music startup GRAI is pivoting the generative audio narrative by focusing on fan-driven remixing rather than full track generation. The company argues that the future of music AI lies in interactive listener experiences, offering a lifeline to artists worried about obsolescence.

Jean-Michel Jarre urges music and film industries to embrace AI
The electronic music pioneer criticized the entertainment industry's anti-AI stance, contrasting sharply with peers who fear the technology will replace artists. He argues creatives should adopt these tools to evolve rather than resist them.

Deezer says 44% of new music uploads are AI-generated, most streams are fraudulent
Nearly half of all new tracks hitting the streaming platform are now machine-generated, flooding the market and competing directly with human musicians. Deezer is actively demonetizing these tracks to combat streaming fraud.

Deezer says 44% of songs uploaded to its platform daily are AI-generated
Nearly half of all daily music uploads to the streaming service are now created by artificial intelligence. This massive influx threatens to drown out human musicians and fundamentally alter the economics of the music production industry.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis