Takeover Tracker
30%medium risk
Cabinetmakers and Bench Carpenters
vs

54 shared · 14 different

core competencies

39%medium risk
Tool Grinders, Filers, and Sharpeners

Side-by-Side Comparison

MetricCabinetmakers and Bench CarpentersTool Grinders, Filers, and Sharpeners
Risk Score29.7%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile37th77th
Tasks at Risk (>50%)6 / 158 / 15
Median Salary$46,020$48,970
Employment80K6K

Skill Comparison

|

Sorted by largest difference

Design
Analyzing Data or Information
Repairing and Maintaining Mechanical Equipment
Making Decisions and Solving Problems
Production and Processing
Controlling Machines and Processes
Interpreting the Meaning of Information for Others
Evaluating Information to Determine Compliance with Standards
Operation and Control
Engineering and Technology
English Language
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Cabinetmakers and Bench Carpenters

29%

total discount

Tool Grinders, Filers, and Sharpeners

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 +$2,950(+6%) vs Cabinetmakers and Bench Carpenters
Cabinetmakers and Bench CarpentersTool Grinders, Filers, and Sharpeners
10th
$34,700$33,770
25th
$38,240$39,520
Median
$46,020$48,970
75th
$54,010$60,210
90th
$63,220$74,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cabinetmakers and Bench Carpenters2028–2035
Tool Grinders, Filers, and Sharpeners2028–2035
20242030203520402045

Cabinetmakers and Bench Carpenters has a longer runway before significant displacement, projected 0 years later than Tool Grinders, Filers, and Sharpeners.

Risk-Adjusted Salary

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

Cabinetmakers and Bench Carpenters

$32,361

from $46,020

Tool Grinders, Filers, and Sharpeners

$30,097

from $48,970

After adjusting for AI risk, Cabinetmakers and Bench Carpenters offers $2,264 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cabinetmakers

0

Unique to Tool

Combined Protection Strategy

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

Creativity
Decision Complexity
Regulatory Barriers
Fine Manipulation
Cabinetmakers and Bench CarpentersTool Grinders, Filers, and Sharpeners
Find transitions from Cabinetmakers and Bench CarpentersFind transitions from Tool Grinders, Filers, and Sharpeners