Takeover Tracker

Side-by-Side Comparison

MetricWoodworking Machine Setters, Operators, and Tenders, Except SawingHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
Risk Score40.1%44.7%
Risk TierMedium RiskMedium Risk
Risk Percentile81th91th
Tasks at Risk (>50%)6 / 1515 / 15
Median Salary$40,440$47,450
Employment63K15K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Establishing and Maintaining Interpersonal Relationships
Production and Processing
Interacting With Computers
Coaching and Developing Others
Documenting/Recording Information
Mechanical
Training and Teaching Others
Stamina
Performing General Physical Activities
Handling and Moving Objects
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

23%

total discount

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

6 of 15 at risk
84%Determine product specifications and materials, work methods, and machine setup requirements, according to blueprints, oral or written instructions, drawings, or work orders.
84%Select knives, saws, blades, cutter heads, cams, bits, or belts, according to workpiece, machine functions, or product specifications.
59%Examine raw woodstock for defects and to ensure conformity to size and other specification standards.
53%Set up, program, operate, or tend computerized or manual woodworking machines, such as drill presses, lathes, shapers, routers, sanders, planers, or wood-nailing machines.
53%Examine finished workpieces for smoothness, shape, angle, depth-of-cut, or conformity to specifications and verify dimensions, visually and using hands, rules, calipers, templates, or gauges.

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

15 of 15 at risk
88%Record times that parts are removed from furnaces to document that objects have attained specified temperatures for specified times.
86%Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.
85%Determine flame temperatures, current frequencies, heating cycles, and induction heating coils needed, based on degree of hardness required and properties of stock to be treated.
85%Determine types and temperatures of baths and quenching media needed to attain specified part hardness, toughness, and ductility, using heat-treating charts and knowledge of methods, equipment, and metals.
67%Examine parts to ensure metal shades and colors conform to specifications, using knowledge of metal heat-treating.

Wage Comparison

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic earns +$7,010(+17%) vs Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Woodworking Machine Setters, Operators, and Tenders, Except SawingHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
10th
$30,920$35,260
25th
$36,260$39,900
Median
$40,440$47,450
75th
$47,650$56,330
90th
$54,340$64,290

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Woodworking Machine Setters, Operators, and Tenders, Except Sawing20282035
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Woodworking Machine Setters, Operators, and Tenders, Except Sawing has a longer runway before significant displacement, projected 0 years later than Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

$24,228

from $40,440

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

$26,259

from $47,450

After adjusting for AI risk, Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic offers $2,031 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Woodworking

0

Unique to Heat

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Decision Complexity
Woodworking Machine Setters, Operators, and Tenders, Except SawingHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic