Takeover Tracker
vs

59 shared · 9 different

core competencies

37%medium risk
Machinists

Side-by-Side Comparison

MetricSheet Metal WorkersMachinists
Risk Score24.2%36.8%
Risk TierLow RiskMedium Risk
Risk Percentile17th71th
Tasks at Risk (>50%)7 / 159 / 15
Median Salary$60,850$56,150
Employment117K299K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Guiding, Directing, and Motivating Subordinates
Administration and Management
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Organizing, Planning, and Prioritizing Work
MathematicsAI-Vulnerable
Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Sheet Metal Workers

27%

total discount

Machinists

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Sheet Metal Workers

7 of 15 at risk
86%Develop or lay out patterns, using computerized metalworking equipment.
86%Verify that heating, ventilating, and air conditioning (HVAC) systems are designed, installed, and calibrated in accordance with green certification standards, such as those of Leadership in Energy and Environmental Design (LEED).
85%Select gauges or types of sheet metal or nonmetallic material, according to product specifications.
84%Convert blueprints into shop drawings to be followed in the construction or assembly of sheet metal products.
63%Inspect individual parts, assemblies, or installations, using measuring instruments, such as calipers, scales, or micrometers.

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 -$4,700(-8%) vs Sheet Metal Workers
Sheet Metal WorkersMachinists
10th
$38,030$38,100
25th
$47,290$46,250
Median
$60,850$56,150
75th
$79,620$64,910
90th
$102,680$78,760

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sheet Metal Workers20282035
Machinists20282035
20242030203520402045

Sheet Metal Workers has a longer runway before significant displacement, projected 0 years later than Machinists.

Risk-Adjusted Salary

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

Sheet Metal Workers

$46,112

from $60,850

Machinists

$35,492

from $56,150

After adjusting for AI risk, Sheet Metal Workers offers $10,620 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Sheet

0

Unique to Machinists

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Sheet Metal WorkersMachinists