Takeover Tracker
36%medium risk

Music Composers and Arrangers

Write and transcribe musical scores.

Higher risk than 68% of occupations
Checking for existing plan...

How AI Impacts Each Task

24 tasks analyzed

Apply elements of music theory to create musical and tonal structures, including harmonies and melodies.

Risk: 54.4%AI: 68.47ObservedTime: 8%

Use computers and synthesizers to compose, orchestrate, and arrange music.

Risk: 54.0%AI: 67.5ObservedTime: 8%

Determine voices, instruments, harmonic structures, rhythms, tempos, and tone balances required to achieve the effects desired in a musical composition.

Risk: 50.9%AI: 59.62ObservedTime: 7%

Experiment with different sounds, and types and pieces of music, using synthesizers and computers as necessary to test and evaluate ideas.

Risk: 55.3%AI: 70.83ObservedTime: 6%

Write changes directly into compositions, or use computer software to make changes.

Risk: 46.5%AI: 48.68ObservedTime: 5%

Transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers.

Risk: 75.7%AI: 66.25ObservedTime: 5%

Guide musicians during rehearsals, performances, or recording sessions.

Risk: 19.0%AI: 10EstimatedTime: 5%

Score compositions so that they are consistent with instrumental and vocal capabilities such as ranges and keys, using knowledge of music theory.

Risk: 53.0%AI: 65EstimatedTime: 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.

Risk: 50.5%AI: 58.63ObservedTime: 5%

Confer with producers and directors to define the nature and placement of film or television music.

Risk: 37.7%AI: 56.75ObservedTime: 4%

Fill in details of orchestral sketches, such as adding vocal parts to scores.

Risk: 51.0%AI: 60EstimatedTime: 3%

Explore and develop musical ideas based on sources such as imagination or sounds in the environment.

Risk: 55.1%AI: 70.3ObservedTime: 4%

Write music for commercial mediums, including advertising jingles or film soundtracks.

Risk: 51.9%AI: 62.15ObservedTime: 4%

Transpose music from one voice or instrument to another to accommodate particular musicians.

Risk: 87.2%AI: 95EstimatedTime: 4%

Rewrite original musical scores in different musical styles by changing rhythms, harmonies, or tempos.

Risk: 49.3%AI: 55.65ObservedTime: 3%

Study original pieces of music to become familiar with them prior to making any changes.

Risk: 51.8%AI: 61.9ObservedTime: 3%

Arrange music composed by others, changing the music to achieve desired effects.

Risk: 54.1%AI: 67.67ObservedTime: 3%

Accept commissions to create music for special occasions.

Risk: 21.0%AI: 15EstimatedTime: 2%

Study films or scripts to determine how musical scores can be used to create desired effects or moods.

Risk: 47.0%AI: 50ObservedTime: 3%

Create original musical forms, or write within circumscribed musical forms such as sonatas, symphonies, or operas.

Risk: 49.0%AI: 55EstimatedTime: 3%

Collaborate with other colleagues, such as copyists, to complete final scores.

Risk: 23.0%AI: 20EstimatedTime: 3%

Copy parts from scores for individual performers.

Risk: 88.0%AI: 97EstimatedTime: 2%

Stay abreast of the latest trends in music and music technology.

Risk: 43.0%AI: 40EstimatedTime: 2%

Produce recordings of music.

Risk: 49.0%AI: 55EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Music Composers and Arrangers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.4pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

-1.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School16%
High School Diploma8%
Post-Secondary Certificate26%
Associate's Degree11%
Bachelor's Degree22%
Master's Degree2%
Doctoral/Professional Degree4%
Level 911%

Prior Experience Needed

Work experience required to enter this job

None2%
6 months - 1 year12%
1-2 years26%
2-4 years6%
4-6 years21%
6-8 years18%
8-10 years7%
Over 10 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None20%
Up to 1 month41%
1-3 months7%
3-6 months9%
6 months - 1 year16%
1-2 years7%

Related News

Recent articles about AI affecting this occupation

5 articles

‘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.

The Guardian AIyesterday

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.

TechCrunch AIApr 21

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.

The Guardian AIApr 21

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.

Ars TechnicaApr 20

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.

Hacker NewsApr 20

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis