Takeover Tracker
vs

56 shared · 23 different

core competencies

Side-by-Side Comparison

MetricMedical Appliance TechniciansPackaging and Filling Machine Operators and Tenders
Risk Score17.9%47.5%
Risk TierLow RiskMedium Risk
Risk Percentile4th95th
Tasks at Risk (>50%)4 / 1513 / 15
Median Salary$47,060$40,900
Employment11K384K

Skill Comparison

|

Sorted by largest difference

Design
Handling and Moving Objects
Critical ThinkingAI-Augmented
Quality Control Analysis
Active Listening
Oral Comprehension
Oral Expression
Customer and Personal Service
Visualization
Deductive Reasoning
Assisting and Caring for Others
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Appliance Technicians

32%

total discount

Packaging and Filling Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Medical Appliance Technicians

4 of 15 at risk
86%Order parts or supplies for orthotic or prosthetic devices.
85%Read prescriptions or specifications to determine the type of product or device to be fabricated and the materials and tools that will be required.
53%Take patients' body or limb measurements for use in device construction.
51%Lay out and mark dimensions of parts, using templates and precision measuring instruments.
49%Polish artificial limbs, braces, or supports, using grinding and buffing wheels.

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns -$6,160(-13%) vs Medical Appliance Technicians
Medical Appliance TechniciansPackaging and Filling Machine Operators and Tenders
10th
$36,560$31,890
25th
$40,300$36,250
Median
$47,060$40,900
75th
$58,710$48,440
90th
$74,570$58,910

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Appliance Technicians20282035
Packaging and Filling Machine Operators and Tenders20282035
20242030203520402045

Medical Appliance Technicians has a longer runway before significant displacement, projected 0 years later than Packaging and Filling Machine Operators and Tenders.

Risk-Adjusted Salary

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

Medical Appliance Technicians

$38,650

from $47,060

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

After adjusting for AI risk, Medical Appliance Technicians offers $17,162 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Medical

0

Unique to Packaging

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Medical Appliance TechniciansPackaging and Filling Machine Operators and Tenders
Medical Appliance Technicians vs Packaging and Filling Machine Operators and Tenders AI Risk — Takeover Tracker