Takeover Tracker
17%low risk
Musical Instrument Repairers and Tuners
vs

54 shared · 21 different

core competencies

33%medium risk
Etchers and Engravers

Side-by-Side Comparison

MetricMusical Instrument Repairers and TunersEtchers and Engravers
Risk Score17.5%33.3%
Risk TierLow RiskMedium Risk
Risk Percentile3th58th
Tasks at Risk (>50%)1 / 156 / 15
Median Salary$45,320$40,450
Employment6K8K

Skill Comparison

|

Sorted by largest difference

Hearing Sensitivity
Production and Processing
Performing for or Working Directly with the Public
Performing Administrative Activities
Repairing
Fine Arts
Monitoring and Controlling Resources
Customer and Personal Service
Selling or Influencing Others
Troubleshooting
Communicating with Persons Outside Organization
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Musical Instrument Repairers and Tuners

30%

total discount

Etchers and Engravers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Musical Instrument Repairers and Tuners

1 of 15 at risk
63%Compare instrument pitches with tuning tool pitches to tune instruments.
43%Inspect instruments to locate defects, and to determine their value or the level of restoration required.
39%Play instruments to evaluate their sound quality and to locate any defects.
37%Test tubes and pickups in electronic amplifier units, and solder parts and connections as necessary.
37%Polish instruments, using rags and polishing compounds, buffing wheels, or burnishing tools.

Etchers and Engravers

6 of 15 at risk
86%Use computer software to design patterns for engraving.
86%Measure and compute dimensions of lettering, designs, or patterns to be engraved.
78%Set reduction scales to attain specified sizes of reproduction on workpieces, and set pantograph controls for required heights, depths, and widths of cuts.
78%Examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.
57%Examine engraving for quality of cut, burrs, rough spots, and irregular or incomplete engraving.

Wage Comparison

Etchers and Engravers earns -$4,870(-11%) vs Musical Instrument Repairers and Tuners
Musical Instrument Repairers and TunersEtchers and Engravers
10th
$30,130$29,530
25th
$35,820$35,650
Median
$45,320$40,450
75th
$56,960$48,510
90th
$73,430$60,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Musical Instrument Repairers and Tuners2028–2035
Etchers and Engravers2028–2035
20242030203520402045

Musical Instrument Repairers and Tuners has a longer runway before significant displacement, projected 0 years later than Etchers and Engravers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Musical Instrument Repairers and Tuners

$37,412

from $45,320

Etchers and Engravers

$26,984

from $40,450

After adjusting for AI risk, Musical Instrument Repairers and Tuners offers $10,427 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Musical

0

Unique to Etchers

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Decision Complexity
Social Intelligence
Creativity
Musical Instrument Repairers and TunersEtchers and Engravers
Find transitions from Musical Instrument Repairers and TunersFind transitions from Etchers and Engravers