Takeover Tracker
35%medium risk
Medical Equipment Preparers
vs

47 shared · 26 different

core competencies

46%medium risk
Log Graders and Scalers

Side-by-Side Comparison

MetricMedical Equipment PreparersLog Graders and Scalers
Risk Score35.3%46.2%
Risk TierMedium RiskMedium Risk
Risk Percentile67th93th
Tasks at Risk (>50%)6 / 159 / 14
Median Salary$46,490$46,710
Employment73K3K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Updating and Using Relevant Knowledge
Monitor Processes, Materials, or Surroundings
Processing Information
Inspecting Equipment, Structures, or Material
Identifying Objects, Actions, and Events
Documenting/Recording Information
English Language
Organizing, Planning, and Prioritizing Work
Controlling Machines and Processes
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Equipment Preparers

30%

total discount

Log Graders and Scalers

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84%Check sterile supplies to ensure that they are not outdated.

Log Graders and Scalers

9 of 14 at risk
88%Weigh log trucks before and after unloading, and record load weights and supplier identities.
86%Record data about individual trees or load volumes into tally books or hand-held collection terminals.
86%Measure felled logs or loads of pulpwood to calculate volume, weight, dimensions, and marketable value, using measuring devices and conversion tables.
84%Evaluate log characteristics and determine grades, using established criteria.
84%Identify logs of substandard or special grade so that they can be returned to shippers, regraded, recut, or transferred for other processing.

Wage Comparison

Log Graders and Scalers earns +$220(+0%) vs Medical Equipment Preparers
Medical Equipment PreparersLog Graders and Scalers
10th
$35,400$35,050
25th
$38,910$38,390
Median
$46,490$46,710
75th
$56,160$56,200
90th
$67,070$63,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Equipment Preparers2028–2035
Log Graders and Scalers2028–2035
20242030203520402045

Medical Equipment Preparers has a longer runway before significant displacement, projected 0 years later than Log Graders and Scalers.

Risk-Adjusted Salary

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

Medical Equipment Preparers

$30,079

from $46,490

Log Graders and Scalers

$25,139

from $46,710

After adjusting for AI risk, Medical Equipment Preparers offers $4,940 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Medical

0

Unique to Log

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Medical Equipment PreparersLog Graders and Scalers
Find transitions from Medical Equipment PreparersFind transitions from Log Graders and Scalers