Takeover Tracker
45%medium risk
Food Batchmakers
vs

54 shared · 9 different

core competencies

Side-by-Side Comparison

MetricFood BatchmakersDrilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score45.3%40.8%
Risk TierMedium RiskMedium Risk
Risk Percentile92th83th
Tasks at Risk (>50%)15 / 157 / 15
Median Salary$40,790$46,630
Employment172K5K

Skill Comparison

|

Sorted by largest difference

Interacting With Computers
Performing General Physical Activities
Mechanical
Public Safety and Security
Far Vision
Updating and Using Relevant Knowledge
Controlling Machines and Processes
Documenting/Recording Information
Visualization

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Batchmakers

26%

total discount

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food Batchmakers

15 of 15 at risk
88%Observe gauges and thermometers to determine if the mixing chamber temperature is within specified limits, and turn valves to control the temperature.
86%Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.
86%Test food product samples for moisture content, acidity level, specific gravity, or butter-fat content, and continue processing until desired levels are reached.
84%Grade food products according to government regulations or according to type, color, bouquet, and moisture content.
65%Turn valve controls to start equipment and to adjust operation to maintain product quality.

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
87%Select and set cutting speeds, feed rates, depths of cuts, and cutting tools, according to machining instructions or knowledge of metal properties.
84%Lay out reference lines and machining locations on work, using layout tools, and applying knowledge of shop math and layout techniques.
72%Study machining instructions, job orders, or blueprints to determine dimensional or finish specifications, sequences of operations, setups, or tooling requirements.
63%Observe drilling or boring machine operations to detect any problems.
61%Move machine controls to lower tools to workpieces and to engage automatic feeds.

Wage Comparison

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$5,840(+14%) vs Food Batchmakers
Food BatchmakersDrilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$30,850$35,360
25th
$35,340$41,100
Median
$40,790$46,630
75th
$49,010$56,820
90th
$57,800$65,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Batchmakers20282035
Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Food Batchmakers.

Risk-Adjusted Salary

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

Food Batchmakers

$22,312

from $40,790

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$27,596

from $46,630

After adjusting for AI risk, Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic offers $5,284 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Drilling

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Regulatory Barriers
Food BatchmakersDrilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic