Takeover Tracker
47%medium risk
Packaging and Filling Machine Operators and Tenders
vs

62 shared · 7 different

core competencies

38%medium risk
Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

MetricPackaging and Filling Machine Operators and TendersPlating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score47.5%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile95th75th
Tasks at Risk (>50%)13 / 1511 / 15
Median Salary$40,900$41,600
Employment384K32K

Skill Comparison

|

Sorted by largest difference

Chemistry
Production and Processing
Engineering and Technology
Controlling Machines and Processes
Performing General Physical Activities
Communicating with Supervisors, Peers, or Subordinates
Rate Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

total discount

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

11 of 15 at risk
87%Maintain production records.
86%Read production schedules to determine setups of equipment and machines.
85%Determine sizes and compositions of objects to be plated, and amounts of electrical current and time required.
69%Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.
65%Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.

Wage Comparison

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic earns +$700(+2%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersPlating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$31,890$31,940
25th
$36,250$36,620
Median
$40,900$41,600
75th
$48,440$48,990
90th
$58,910$58,320

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Packaging and Filling Machine Operators and Tenders2028–2035
Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic2028–2035
20242030203520402045

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Packaging and Filling Machine Operators and Tenders.

Risk-Adjusted Salary

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

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

$25,892

from $41,600

After adjusting for AI risk, Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic offers $4,403 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Packaging

0

Unique to Plating

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Fine Manipulation
Decision Complexity
Packaging and Filling Machine Operators and TendersPlating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic
Find transitions from Packaging and Filling Machine Operators and TendersFind transitions from Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic