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

51 shared · 21 different

core competencies

20%low risk
Motorcycle Mechanics

Side-by-Side Comparison

MetricMusical Instrument Repairers and TunersMotorcycle Mechanics
Risk Score17.5%20.3%
Risk TierLow RiskLow Risk
Risk Percentile3th7th
Tasks at Risk (>50%)1 / 152 / 13
Median Salary$45,320$47,200
Employment6K14K

Skill Comparison

|

Sorted by largest difference

Mechanical
Operating Vehicles, Mechanized Devices, or Equipment
Communicating with Persons Outside Organization
Performing for or Working Directly with the Public
Monitoring and Controlling Resources
Organizing, Planning, and Prioritizing Work
Judging the Qualities of Things, Services, or People
Repairing and Maintaining Electronic Equipment
Scheduling Work and Activities
Computers and Electronics
Thinking Creatively
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Musical Instrument Repairers and Tuners

30%

total discount

Motorcycle Mechanics

28%

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.

Motorcycle Mechanics

2 of 13 at risk
78%Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.
55%Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.
49%Mount, balance, change, or check condition or pressure of tires.
47%Install motorcycle accessories.
41%Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.

Wage Comparison

Motorcycle Mechanics earns +$1,880(+4%) vs Musical Instrument Repairers and Tuners
Musical Instrument Repairers and TunersMotorcycle Mechanics
10th
$30,130$31,770
25th
$35,820$38,270
Median
$45,320$47,200
75th
$56,960$58,880
90th
$73,430$70,210

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Musical Instrument Repairers and Tuners2028–2035
Motorcycle Mechanics2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Musical Instrument Repairers and Tuners

$37,412

from $45,320

Motorcycle Mechanics

$37,614

from $47,200

After adjusting for AI risk, Motorcycle Mechanics offers $202 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Musical

0

Unique to Motorcycle

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 TunersMotorcycle Mechanics
Find transitions from Musical Instrument Repairers and TunersFind transitions from Motorcycle Mechanics