Takeover Tracker

Side-by-Side Comparison

MetricHelpers--Installation, Maintenance, and Repair WorkersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Risk Score26.2%44.6%
Risk TierMedium RiskMedium Risk
Risk Percentile22th90th
Tasks at Risk (>50%)4 / 1511 / 15
Median Salary$38,860$47,060
Employment98K36K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Visual Color Discrimination
Repairing and Maintaining Electronic Equipment
Handling and Moving Objects
Communicating with Supervisors, Peers, or Subordinates
Repairing
Processing Information
Updating and Using Relevant Knowledge
Equipment MaintenanceAI-Resistant
Mechanical
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Installation, Maintenance, and Repair Workers

25%

total discount

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

25%

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.

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

11 of 15 at risk
87%Observe meters, gauges, or machine operations to ensure that soldering or brazing processes meet specifications.
87%Compute and record settings for new work, applying knowledge of metal properties, principles of welding, and shop mathematics.
86%Read blueprints, work orders, or production schedules to determine product or job instructions or specifications.
63%Inspect, measure, or test completed metal workpieces to ensure conformance to specifications, using measuring and testing devices.
63%Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines.

Wage Comparison

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders earns +$8,200(+21%) vs Helpers--Installation, Maintenance, and Repair Workers
Helpers--Installation, Maintenance, and Repair WorkersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
10th
$28,770$35,780
25th
$33,760$39,480
Median
$38,860$47,060
75th
$46,600$55,870
90th
$54,650$66,190

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Installation, Maintenance, and Repair Workers20282035
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders20282035
20242030203520402045

Helpers--Installation, Maintenance, and Repair Workers has a longer runway before significant displacement, projected 0 years later than Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Helpers--Installation, Maintenance, and Repair Workers

$28,694

from $38,860

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

$26,085

from $47,060

After adjusting for AI risk, Helpers--Installation, Maintenance, and Repair Workers offers $2,609 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 Welding,

Combined Protection Strategy

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

Decision Complexity
Social Intelligence
Fine Manipulation
Regulatory Barriers
Helpers--Installation, Maintenance, and Repair WorkersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders