Takeover Tracker
37%medium risk
Machinists
vs

55 shared · 8 different

core competencies

Side-by-Side Comparison

MetricMachinistsPrinting Press Operators
Risk Score36.8%42.4%
Risk TierMedium RiskMedium Risk
Risk Percentile71th86th
Tasks at Risk (>50%)9 / 155 / 15
Median Salary$56,150$45,160
Employment299K145K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Mechanical
Identifying Objects, Actions, and Events
Repairing and Maintaining Mechanical Equipment
Documenting/Recording Information
Inspecting Equipment, Structures, or Material
Design
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Machinists

26%

total discount

Printing Press Operators

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Machinists

9 of 15 at risk
86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

Printing Press Operators

5 of 15 at risk
88%Input production job settings into workstation terminals that control automated printing systems.
86%Examine job orders to determine quantities to be printed, stock specifications, colors, or special printing instructions.
86%Adjust digital files to alter print elements, such as fonts, graphics, or color separations.
86%Monitor automated press operation systems and respond to fault, error, or alert messages.
78%Verify that paper and ink meet the specifications for a given job.

Wage Comparison

Printing Press Operators earns -$10,990(-20%) vs Machinists
MachinistsPrinting Press Operators
10th
$38,100$31,450
25th
$46,250$36,970
Median
$56,150$45,160
75th
$64,910$54,340
90th
$78,760$63,060

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Machinists20282035
Printing Press Operators20282035
20242030203520402045

Machinists has a longer runway before significant displacement, projected 0 years later than Printing Press Operators.

Risk-Adjusted Salary

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

Machinists

$35,492

from $56,150

Printing Press Operators

$26,008

from $45,160

After adjusting for AI risk, Machinists offers $9,485 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Machinists

0

Unique to Printing

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Social Intelligence
MachinistsPrinting Press Operators