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

45 shared · 20 different

core competencies

34%medium risk
Sewers, Hand

Side-by-Side Comparison

MetricMusical Instrument Repairers and TunersSewers, Hand
Risk Score17.5%33.6%
Risk TierLow RiskMedium Risk
Risk Percentile3th60th
Tasks at Risk (>50%)1 / 153 / 14
Median Salary$45,320$33,760
Employment6K2K

Skill Comparison

|

Sorted by largest difference

Hearing Sensitivity
Auditory Attention
Repairing and Maintaining Mechanical Equipment
Mechanical
Communicating with Supervisors, Peers, or Subordinates
Quality Control Analysis
Fine Arts
Performing General Physical Activities
Oral Expression
Control Precision
Oral Comprehension
Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Musical Instrument Repairers and Tuners

30%

total discount

Sewers, Hand

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.

Sewers, Hand

3 of 14 at risk
78%Draw and cut patterns according to specifications.
70%Measure and align parts, fasteners, or trimmings, following seams, edges, or markings on parts.
51%Attach trimmings and labels to articles with cement, using brushes or cement guns.
49%Trim excess threads or edges of parts, using scissors or knives.
49%Smooth seams with heated irons, flat bones, or rubbing sticks.

Wage Comparison

Sewers, Hand earns -$11,560(-26%) vs Musical Instrument Repairers and Tuners
Musical Instrument Repairers and TunersSewers, Hand
10th
$30,130$25,530
25th
$35,820$29,210
Median
$45,320$33,760
75th
$56,960$38,180
90th
$73,430$46,320

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Musical Instrument Repairers and Tuners2028–2035
Sewers, Hand2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Musical Instrument Repairers and Tuners

$37,412

from $45,320

Sewers, Hand

$22,420

from $33,760

After adjusting for AI risk, Musical Instrument Repairers and Tuners offers $14,992 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Musical

0

Unique to Sewers,

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Fine Manipulation
Creativity
Musical Instrument Repairers and TunersSewers, Hand
Find transitions from Musical Instrument Repairers and TunersFind transitions from Sewers, Hand