Takeover Tracker
37%medium risk
Machinists
vs

59 shared · 9 different

core competencies

Side-by-Side Comparison

MetricMachinistsCabinetmakers and Bench Carpenters
Risk Score36.8%29.7%
Risk TierMedium RiskMedium Risk
Risk Percentile71th37th
Tasks at Risk (>50%)9 / 156 / 15
Median Salary$56,150$46,020
Employment299K80K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
English Language
Establishing and Maintaining Interpersonal Relationships
Communicating with Supervisors, Peers, or Subordinates
Operations Analysis
Analyzing Data or Information
Mechanical
Static Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Machinists

26%

total discount

Cabinetmakers and Bench Carpenters

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Cabinetmakers and Bench Carpenters

6 of 15 at risk
88%Estimate the amounts, types, or costs of needed materials.
84%Measure and mark dimensions of parts on paper or lumber stock prior to cutting, following blueprints, to ensure a tight fit and quality product.
55%Establish the specifications of articles to be constructed or repaired or plan the methods or operations for shaping or assembling parts, based on blueprints, drawings, diagrams, or oral or written instructions.
53%Bore holes for insertion of screws or dowels, by hand or using boring machines.
51%Set up or operate machines, including power saws, jointers, mortisers, tenoners, molders, or shapers, to cut, mold, or shape woodstock or wood substitutes.

Wage Comparison

Cabinetmakers and Bench Carpenters earns -$10,130(-18%) vs Machinists
MachinistsCabinetmakers and Bench Carpenters
10th
$38,100$34,700
25th
$46,250$38,240
Median
$56,150$46,020
75th
$64,910$54,010
90th
$78,760$63,220

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Machinists20282035
Cabinetmakers and Bench Carpenters20282035
20242030203520402045

Cabinetmakers and Bench Carpenters has a longer runway before significant displacement, projected 0 years later than Machinists.

Risk-Adjusted Salary

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

Machinists

$35,492

from $56,150

Cabinetmakers and Bench Carpenters

$32,361

from $46,020

After adjusting for AI risk, Machinists offers $3,131 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Machinists

0

Unique to Cabinetmakers

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Creativity
MachinistsCabinetmakers and Bench Carpenters