Takeover Tracker
27%medium risk

Singers

Sing songs on stage, radio, television, or motion pictures.

Higher risk than 25% of occupations
Checking for existing plan...

How AI Impacts Each Task

13 tasks analyzed

Memorize musical selections and routines, or sing following printed text, musical notation, or customer instructions.

Risk: 87.2%AI: 95EstimatedTime: 10%

Sing as a soloist or as a member of a vocal group.

Risk: 19.0%AI: 25EstimatedTime: 15%

Perform before live audiences, or in television, radio, or movie productions.

Risk: 39.5%AI: 61.2ObservedTime: 15%

Interpret or modify music, applying knowledge of harmony, melody, rhythm, and voice production to individualize presentations and maintain audience interest.

Risk: 52.6%AI: 63.9ObservedTime: 5%

Practice singing exercises and study with vocal coaches to develop voice and skills and to rehearse for upcoming roles.

Risk: 11.0%AI: 5EstimatedTime: 15%

Sing a cappella or with musical accompaniment.

Risk: 19.0%AI: 25EstimatedTime: 10%

Observe choral leaders or prompters for cues or directions in vocal presentation.

Risk: 65.2%AI: 40EstimatedTime: 3%

Make or participate in recordings.

Risk: 39.0%AI: 75EstimatedTime: 8%

Seek out and learn new music suitable for live performance or recording.

Risk: 49.8%AI: 56.93ObservedTime: 5%

Collaborate with a manager or agent who handles administrative details, finds work, and negotiates contracts.

Risk: 21.0%AI: 15EstimatedTime: 4%

Learn acting, dancing, and other skills required for dramatic singing roles.

Risk: 11.0%AI: 5EstimatedTime: 4%

Research particular roles to find out more about a character, or the time and place in which a piece is set.

Risk: 47.3%AI: 50.85ObservedTime: 3%

Compose songs or create vocal arrangements.

Risk: 52.7%AI: 64.12ObservedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Memorization5%

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

Information Ordering5%

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

Reading Comprehension10%

Reading Comprehension 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.

Social Perceptiveness90%

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

Coordination70%

Coordination 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.

Instructing75%

Instructing 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.

Recommended Courses

Courses matched to Singers 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

-6.6pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.8pt risk

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

-3.9pt risk

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

+0.4

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School18%
High School Diploma62%
Post-Secondary Certificate2%
Bachelor's Degree2%
Doctoral/Professional Degree16%

Prior Experience Needed

Work experience required to enter this job

None26%
Up to 1 month1%
1-3 months18%
3-6 months1%
6 months - 1 year3%
1-2 years24%
2-4 years18%
4-6 years2%
Over 10 years7%

Training Provided After Hiring

How long it typically takes to learn on the job

None17%
Up to 1 month53%
1-3 months19%
3-6 months2%
1-2 years1%
2-4 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

Taylor Swift is stepping up the legal war on AI copycats

The pop star is escalating legal action against AI-generated imitations of her likeness and voice. Her high-profile battle could set crucial legal precedents for how creative professionals protect their personal brand from unauthorized AI cloning.

The Verge AIyesterday

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

AI singer now occupies eleven spots on iTunes singles chart

Fully synthetic voices have successfully broken into mainstream music rankings, capturing 11 different positions on the iTunes charts. This milestone proves generative audio can now commercially compete directly with human recording artists.

Hacker NewsApr 6

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