Takeover Tracker
vs

55 shared · 8 different

core competencies

37%medium risk
Machinists

Side-by-Side Comparison

MetricPrinting Press OperatorsMachinists
Risk Score42.4%36.8%
Risk TierMedium RiskMedium Risk
Risk Percentile86th71th
Tasks at Risk (>50%)5 / 159 / 15
Median Salary$45,160$56,150
Employment145K299K

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

Printing Press Operators

27%

total discount

Machinists

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Machinists earns +$10,990(+24%) vs Printing Press Operators
Printing Press OperatorsMachinists
10th
$31,450$38,100
25th
$36,970$46,250
Median
$45,160$56,150
75th
$54,340$64,910
90th
$63,060$78,760

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Printing Press Operators20282035
Machinists20282035
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%)

Printing Press Operators

$26,008

from $45,160

Machinists

$35,492

from $56,150

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 Printing

0

Unique to Machinists

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Social Intelligence
Printing Press OperatorsMachinists