Takeover Tracker

Side-by-Side Comparison

MetricHelpers--Installation, Maintenance, and Repair WorkersCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score26.2%34.6%
Risk TierMedium RiskMedium Risk
Risk Percentile22th64th
Tasks at Risk (>50%)4 / 158 / 15
Median Salary$38,860$45,590
Employment98K174K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Electronic Equipment
Communicating with Supervisors, Peers, or Subordinates
Updating and Using Relevant Knowledge
Thinking Creatively
Visual Color Discrimination
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Installation, Maintenance, and Repair Workers

25%

total discount

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Installation, Maintenance, and Repair Workers

4 of 15 at risk
86%Order new parts to maintain inventory.
63%Tend and observe equipment and machinery to verify efficient and safe operation.
53%Apply protective materials to equipment, components, and parts to prevent defects and corrosion.
51%Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.
49%Diagnose electrical problems and install and rewire electrical components.

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

8 of 15 at risk
86%Read work orders or production schedules to determine specifications, such as materials to be used, locations of cutting lines, or dimensions and tolerances.
84%Mark identifying data on workpieces.
67%Examine completed workpieces for defects, such as chipped edges or marred surfaces and sort defective pieces according to types of flaws.
65%Start machines, monitor their operations, and record operational data.
53%Set up, operate, or tend machines to saw, cut, shear, slit, punch, crimp, notch, bend, or straighten metal or plastic material.

Wage Comparison

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic earns +$6,730(+17%) vs Helpers--Installation, Maintenance, and Repair Workers
Helpers--Installation, Maintenance, and Repair WorkersCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$28,770$35,000
25th
$33,760$38,400
Median
$38,860$45,590
75th
$46,600$52,150
90th
$54,650$62,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Installation, Maintenance, and Repair Workers20282035
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Helpers--Installation, Maintenance, and Repair Workers has a longer runway before significant displacement, projected 0 years later than Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Helpers--Installation, Maintenance, and Repair Workers

$28,694

from $38,860

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

$29,811

from $45,590

After adjusting for AI risk, Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic offers $1,117 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Helpers--Installation,

0

Unique to Cutting,

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Fine Manipulation
Decision Complexity
Helpers--Installation, Maintenance, and Repair WorkersCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
Helpers--Installation, Maintenance, and Repair Workers vs Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic AI Risk — Takeover Tracker