Takeover Tracker

Side-by-Side Comparison

MetricPlating and Coating Machine Setters, Operators, and Tenders, Metal and PlasticEngine and Other Machine Assemblers
Risk Score37.8%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile75th76th
Tasks at Risk (>50%)11 / 158 / 12
Median Salary$41,600$52,540
Employment32K38K

Skill Comparison

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Sorted by largest difference

Production and Processing
Mechanical
Performing General Physical Activities
Visualization
Judging the Qualities of Things, Services, or People
Communicating with Supervisors, Peers, or Subordinates
Training and Teaching Others
Customer and Personal Service
Establishing and Maintaining Interpersonal Relationships
Monitor Processes, Materials, or Surroundings
Making Decisions and Solving Problems
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

27%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

11 of 15 at risk
87%Maintain production records.
86%Read production schedules to determine setups of equipment and machines.
85%Determine sizes and compositions of objects to be plated, and amounts of electrical current and time required.
69%Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.
65%Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.

Engine and Other Machine Assemblers

8 of 12 at risk
84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Engine and Other Machine Assemblers earns +$10,940(+26%) vs Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic
Plating and Coating Machine Setters, Operators, and Tenders, Metal and PlasticEngine and Other Machine Assemblers
10th
$31,940$37,950
25th
$36,620$42,790
Median
$41,600$52,540
75th
$48,990$70,050
90th
$58,320$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic20282035
Engine and Other Machine Assemblers20282035
20242030203520402045

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Engine and Other Machine Assemblers.

Risk-Adjusted Salary

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

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

$25,892

from $41,600

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Engine and Other Machine Assemblers offers $6,588 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Plating

0

Unique to Engine

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
Plating and Coating Machine Setters, Operators, and Tenders, Metal and PlasticEngine and Other Machine Assemblers