Takeover Tracker
26%medium risk
Medical Equipment Repairers
vs

72 shared · 18 different

core competencies

40%medium risk
Manufacturing Production Technicians

Side-by-Side Comparison

MetricMedical Equipment RepairersManufacturing Production Technicians
Risk Score26.1%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile22th82th
Tasks at Risk (>50%)4 / 1510 / 15
Median Salary$62,630$77,390
Employment61K64K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
MathematicsAI-Vulnerable
Design
Controlling Machines and Processes
Evaluating Information to Determine Compliance with Standards
Education and Training
Customer and Personal Service
Identifying Objects, Actions, and Events
Engineering and Technology
Repairing
Finger Dexterity
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Equipment Repairers

30%

total discount

Manufacturing Production Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Medical Equipment Repairers

4 of 15 at risk
87%Keep records of maintenance, repair, and required updates of equipment.
86%Research catalogs or repair part lists to locate sources for repair parts, requisitioning parts and recording their receipt.
51%Contribute expertise to develop medical maintenance standard operating procedures.
50%Evaluate technical specifications to identify equipment or systems best suited for intended use and possible purchase, based on specifications, user needs, or technical requirements.
47%Perform preventive maintenance or service, such as cleaning, lubricating, or adjusting equipment.

Manufacturing Production Technicians

10 of 15 at risk
86%Plan and lay out work to meet production and schedule requirements.
82%Select cleaning materials, tools, or equipment.
78%Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
65%Inspect finished products for quality and adherence to customer specifications.
61%Test products or subassemblies for functionality or quality.

Wage Comparison

Manufacturing Production Technicians earns +$14,760(+24%) vs Medical Equipment Repairers
Medical Equipment RepairersManufacturing Production Technicians
10th
$39,060$47,010
25th
$48,100$59,700
Median
$62,630$77,390
75th
$79,440$97,760
90th
$99,290$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Equipment Repairers2028–2035
Manufacturing Production Technicians2028–2035
20242030203520402045

Medical Equipment Repairers has a longer runway before significant displacement, projected 0 years later than Manufacturing Production Technicians.

Risk-Adjusted Salary

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

Medical Equipment Repairers

$46,277

from $62,630

Manufacturing Production Technicians

$46,063

from $77,390

After adjusting for AI risk, Medical Equipment Repairers offers $215 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Medical

0

Unique to Manufacturing

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
Medical Equipment RepairersManufacturing Production Technicians
Find transitions from Medical Equipment RepairersFind transitions from Manufacturing Production Technicians