Takeover Tracker
45%medium risk
Food Batchmakers
vs

54 shared · 8 different

core competencies

45%medium risk
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

Side-by-Side Comparison

MetricFood BatchmakersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Risk Score45.3%44.6%
Risk TierMedium RiskMedium Risk
Risk Percentile92th90th
Tasks at Risk (>50%)15 / 1511 / 15
Median Salary$40,790$47,060
Employment172K36K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Production and Processing
Far Vision
Repairing and Maintaining Mechanical Equipment
Establishing and Maintaining Interpersonal Relationships
Public Safety and Security
Visualization
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Batchmakers

26%

total discount

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

25%

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.

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

11 of 15 at risk
87%Observe meters, gauges, or machine operations to ensure that soldering or brazing processes meet specifications.
87%Compute and record settings for new work, applying knowledge of metal properties, principles of welding, and shop mathematics.
86%Read blueprints, work orders, or production schedules to determine product or job instructions or specifications.
63%Inspect, measure, or test completed metal workpieces to ensure conformance to specifications, using measuring and testing devices.
63%Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines.

Wage Comparison

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders earns +$6,270(+15%) vs Food Batchmakers
Food BatchmakersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
10th
$30,850$35,780
25th
$35,340$39,480
Median
$40,790$47,060
75th
$49,010$55,870
90th
$57,800$66,190

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Batchmakers2028–2035
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders 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

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

$26,085

from $47,060

After adjusting for AI risk, Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders offers $3,773 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Welding,

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Decision Complexity
Food BatchmakersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Find transitions from Food BatchmakersFind transitions from Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders