Takeover Tracker
34%medium risk
Recycling and Reclamation Workers
vs

55 shared · 16 different

core competencies

44%medium risk
Metal-Refining Furnace Operators and Tenders

Side-by-Side Comparison

MetricRecycling and Reclamation WorkersMetal-Refining Furnace Operators and Tenders
Risk Score34.2%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile63th90th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$38,820$55,770
Employment277K20K

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Operation Monitoring
Identifying Objects, Actions, and Events
Monitor Processes, Materials, or Surroundings
Controlling Machines and Processes
Operation and Control
Evaluating Information to Determine Compliance with Standards
English Language
Speed of Limb Movement
Customer and Personal Service
Auditory Attention
Personnel and Human Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Recycling and Reclamation Workers

25%

total discount

Metal-Refining Furnace Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Recycling and Reclamation Workers

5 of 15 at risk
85%Record logs of recycled materials or waste chemicals removed from products.
59%Sort materials, such as metals, glass, wood, paper or plastics, into appropriate containers for recycling.
59%Sort metals to separate high-grade metals, such as copper, brass, and aluminum, for recycling.
57%Operate forklifts, pallet jacks, power lifts, or front-end loaders to load bales, bundles, or other heavy items onto trucks for shipping to smelters or other recycled materials processing facilities.
51%Operate processing equipment, such as fiber-sorters and grinders, to sort, crush, or grind recyclable materials.

Metal-Refining Furnace Operators and Tenders

7 of 15 at risk
88%Record production data, and maintain production logs.
84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

Wage Comparison

Metal-Refining Furnace Operators and Tenders earns +$16,950(+44%) vs Recycling and Reclamation Workers
Recycling and Reclamation WorkersMetal-Refining Furnace Operators and Tenders
10th
$30,370$38,760
25th
$35,080$46,550
Median
$38,820$55,770
75th
$47,550$65,070
90th
$59,600$80,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Recycling and Reclamation Workers2028–2035
Metal-Refining Furnace Operators and Tenders2028–2035
20242030203520402045

Recycling and Reclamation Workers has a longer runway before significant displacement, projected 0 years later than Metal-Refining Furnace Operators and Tenders.

Risk-Adjusted Salary

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

Recycling and Reclamation Workers

$25,559

from $38,820

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

After adjusting for AI risk, Metal-Refining Furnace Operators and Tenders offers $5,561 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Recycling

0

Unique to Metal-Refining

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Decision Complexity
Social Intelligence
Recycling and Reclamation WorkersMetal-Refining Furnace Operators and Tenders
Find transitions from Recycling and Reclamation WorkersFind transitions from Metal-Refining Furnace Operators and Tenders