Takeover Tracker

vs

47 shared · 13 different

core competencies

Side-by-Side Comparison

MetricFood Cooking Machine Operators and TendersHelpers--Production Workers
Risk Score45.3%39.5%
Risk TierMedium RiskMedium Risk
Risk Percentile92th79th
Tasks at Risk (>50%)11 / 1511 / 15
Median Salary$40,550$38,220
Employment28K167K

Skill Comparison

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Sorted by largest difference

Training and Teaching Others
Documenting/Recording Information
Coordinating the Work and Activities of Others
Getting Information
Provide Consultation and Advice to Others
Coaching and Developing Others
Trunk Strength
Mechanical
Static Strength
Operation Monitoring
Guiding, Directing, and Motivating Subordinates
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Cooking Machine Operators and Tenders

26%

total discount

Helpers--Production Workers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food Cooking Machine Operators and Tenders

11 of 15 at risk
88%Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.
88%Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.
86%Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.
86%Notify or signal other workers to operate equipment or when processing is complete.
84%Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.

Helpers--Production Workers

11 of 15 at risk
86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.

Wage Comparison

Helpers--Production Workers earns -$2,330(-6%) vs Food Cooking Machine Operators and Tenders
Food Cooking Machine Operators and TendersHelpers--Production Workers
10th
$30,540$30,060
25th
$35,310$34,390
Median
$40,550$38,220
75th
$47,420$44,980
90th
$54,170$52,120

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Combined protective factor strategy
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Food Cooking Machine Operators and Tenders: Not yetHelpers--Production Workers: Not yet