Takeover Tracker
vs

53 shared · 7 different

core competencies

Side-by-Side Comparison

MetricWoodworking Machine Setters, Operators, and Tenders, Except SawingTool Grinders, Filers, and Sharpeners
Risk Score40.1%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile81th77th
Tasks at Risk (>50%)6 / 158 / 15
Median Salary$40,440$48,970
Employment63K6K

Skill Comparison

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Sorted by largest difference

Organizing, Planning, and Prioritizing Work
Repairing and Maintaining Mechanical Equipment
Controlling Machines and Processes
Interacting With Computers
MathematicsAI-Vulnerable
English Language
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

23%

total discount

Tool Grinders, Filers, and Sharpeners

27%

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.

Tool Grinders, Filers, and Sharpeners

8 of 15 at risk
84%Study blueprints or layouts of metal workpieces to determine grinding procedures, and to plan machine setups and operational sequences.
78%Compute numbers, widths, and angles of cutting tools, micrometers, scales, and gauges, and adjust tools to produce specified cuts.
76%Inspect dies to detect defects, assess wear, and verify specifications, using micrometers, steel gauge pins, and loupes.
61%Monitor machine operations to determine whether adjustments are necessary, stopping machines when problems occur.
59%Remove finished workpieces from machines and place them in boxes or on racks, setting aside pieces that are defective.

Wage Comparison

Tool Grinders, Filers, and Sharpeners earns +$8,530(+21%) vs Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Woodworking Machine Setters, Operators, and Tenders, Except SawingTool Grinders, Filers, and Sharpeners
10th
$30,920$33,770
25th
$36,260$39,520
Median
$40,440$48,970
75th
$47,650$60,210
90th
$54,340$74,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Woodworking Machine Setters, Operators, and Tenders, Except Sawing20282035
Tool Grinders, Filers, and Sharpeners20282035
20242030203520402045

Tool Grinders, Filers, and Sharpeners has a longer runway before significant displacement, projected 0 years later than Woodworking Machine Setters, Operators, and Tenders, Except Sawing.

Risk-Adjusted Salary

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

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

$24,228

from $40,440

Tool Grinders, Filers, and Sharpeners

$30,097

from $48,970

After adjusting for AI risk, Tool Grinders, Filers, and Sharpeners offers $5,869 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Woodworking

0

Unique to Tool

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
Woodworking Machine Setters, Operators, and Tenders, Except SawingTool Grinders, Filers, and Sharpeners