Takeover Tracker
28%medium risk
Robotics Technicians
vs

70 shared · 23 different

core competencies

26%medium risk
Medical Equipment Repairers

Side-by-Side Comparison

MetricRobotics TechniciansMedical Equipment Repairers
Risk Score28.5%26.1%
Risk TierMedium RiskMedium Risk
Risk Percentile31th22th
Tasks at Risk (>50%)6 / 154 / 15
Median Salary$70,760$62,630
Employment15K61K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Interacting With Computers
Engineering and Technology
Design
Controlling Machines and Processes
Communicating with Supervisors, Peers, or Subordinates
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Education and Training
Customer and Personal Service
Performing General Physical Activities
Provide Consultation and Advice to Others
Active Listening

Protective Factors

Higher values indicate stronger protection against AI displacement

Robotics Technicians

31%

total discount

Medical Equipment Repairers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Robotics Technicians

6 of 15 at risk
87%Maintain service records of robotic equipment or automated production systems.
62%Build or assemble robotic devices or systems.
57%Develop robotic path motions to maximize efficiency, safety, and quality.
55%Program complex robotic systems, such as vision systems.
53%Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality.

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.

Wage Comparison

Medical Equipment Repairers earns -$8,130(-11%) vs Robotics Technicians
Robotics TechniciansMedical Equipment Repairers
10th
$47,770$39,060
25th
$58,570$48,100
Median
$70,760$62,630
75th
$87,320$79,440
90th
$109,580$99,290

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Robotics Technicians2028–2035
Medical Equipment Repairers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Robotics Technicians

$50,608

from $70,760

Medical Equipment Repairers

$46,277

from $62,630

After adjusting for AI risk, Robotics Technicians offers $4,330 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Robotics

0

Unique to Medical

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
Robotics TechniciansMedical Equipment Repairers
Find transitions from Robotics TechniciansFind transitions from Medical Equipment Repairers