Takeover Tracker
35%medium risk
Medical Equipment Preparers
vs

55 shared · 22 different

core competencies

45%medium risk
Weighers, Measurers, Checkers, and Samplers, Recordkeeping

Side-by-Side Comparison

MetricMedical Equipment PreparersWeighers, Measurers, Checkers, and Samplers, Recordkeeping
Risk Score35.3%44.5%
Risk TierMedium RiskMedium Risk
Risk Percentile67th90th
Tasks at Risk (>50%)6 / 1511 / 15
Median Salary$46,490$45,650
Employment73K50K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Inspecting Equipment, Structures, or Material
Making Decisions and Solving Problems
Monitor Processes, Materials, or Surroundings
Processing Information
Identifying Objects, Actions, and Events
English Language
Coordinating the Work and Activities of Others
Judging the Qualities of Things, Services, or People
Assisting and Caring for Others
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Equipment Preparers

30%

total discount

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Medical Equipment Preparers

6 of 15 at risk
87%Maintain records of inventory or equipment usage and order medical instruments or supplies when inventory is low.
86%Order medical supplies for healthcare facilities or laboratories.
86%Record sterilizer test results.
86%Report defective equipment to appropriate supervisors or staff.
84%Check sterile supplies to ensure that they are not outdated.

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

11 of 15 at risk
88%Compute product totals and charges for shipments.
86%Compare product labels, tags, or tickets, shipping manifests, purchase orders, and bills of lading to verify accuracy of shipment contents, quality specifications, or weights.
86%Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files.
86%Maintain financial records, such as accounts of daily collections and billings, and records of receipts issued.
84%Inspect products and examination records to determine the number of defects per worker and the reasons for examiners' rejections.

Wage Comparison

Weighers, Measurers, Checkers, and Samplers, Recordkeeping earns -$840(-2%) vs Medical Equipment Preparers
Medical Equipment PreparersWeighers, Measurers, Checkers, and Samplers, Recordkeeping
10th
$35,400$34,580
25th
$38,910$38,650
Median
$46,490$45,650
75th
$56,160$53,060
90th
$67,070$60,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Equipment Preparers2028–2035
Weighers, Measurers, Checkers, and Samplers, Recordkeeping2028–2035
20242030203520402045

Medical Equipment Preparers has a longer runway before significant displacement, projected 0 years later than Weighers, Measurers, Checkers, and Samplers, Recordkeeping.

Risk-Adjusted Salary

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

Medical Equipment Preparers

$30,079

from $46,490

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

$25,336

from $45,650

After adjusting for AI risk, Medical Equipment Preparers offers $4,743 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Medical

0

Unique to Weighers,

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Decision Complexity
Medical Equipment PreparersWeighers, Measurers, Checkers, and Samplers, Recordkeeping
Find transitions from Medical Equipment PreparersFind transitions from Weighers, Measurers, Checkers, and Samplers, Recordkeeping