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

Machinists2028–2035
Printing Press Operators2028–2035
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
Machinists vs Printing Press Operators AI Risk — Takeover Tracker