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

40 shared · 27 different

core competencies

35%medium risk
Precious Metal Workers

Side-by-Side Comparison

MetricMusical Instrument Repairers and TunersPrecious Metal Workers
Risk Score17.5%35.1%
Risk TierLow RiskMedium Risk
Risk Percentile3th66th
Tasks at Risk (>50%)1 / 157 / 15
Median Salary$45,320$49,140
Employment6K23K

Skill Comparison

|

Sorted by largest difference

Hearing Sensitivity
Performing for or Working Directly with the Public
Handling and Moving Objects
Customer and Personal Service
Auditory Attention
Production and Processing
Performing Administrative Activities
Fine Arts
Repairing
Communicating with Persons Outside Organization
Resolving Conflicts and Negotiating with Others
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Musical Instrument Repairers and Tuners

30%

total discount

Precious Metal Workers

26%

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.

Precious Metal Workers

7 of 15 at risk
77%Weigh and mix alloy ingredients, using formulas and knowledge of ingredients' chemical properties.
63%Rotate molds to distribute alloys and to prevent formation of air pockets.
63%Carry castings or finished items to storage areas or to different work stations.
61%Rout out locations where parts are to be joined to items, using routing machines.
55%Examine articles to determine the nature of defects requiring repair, such as dents, uneven bottoms, scratches, or holes.

Wage Comparison

Precious Metal Workers earns +$3,820(+8%) vs Musical Instrument Repairers and Tuners
Musical Instrument Repairers and TunersPrecious Metal Workers
10th
$30,130$33,890
25th
$35,820$38,030
Median
$45,320$49,140
75th
$56,960$63,210
90th
$73,430$81,610

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Musical Instrument Repairers and Tuners2028–2035
Precious Metal Workers2028–2035
20242030203520402045

Musical Instrument Repairers and Tuners has a longer runway before significant displacement, projected 0 years later than Precious Metal Workers.

Risk-Adjusted Salary

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

Musical Instrument Repairers and Tuners

$37,412

from $45,320

Precious Metal Workers

$31,912

from $49,140

After adjusting for AI risk, Musical Instrument Repairers and Tuners offers $5,500 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Musical

0

Unique to Precious

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Musical Instrument Repairers and TunersPrecious Metal Workers
Find transitions from Musical Instrument Repairers and TunersFind transitions from Precious Metal Workers