Takeover Tracker
38%medium risk
Pourers and Casters, Metal
vs

63 shared · 11 different

core competencies

46%medium risk
Biomass Plant Technicians

Side-by-Side Comparison

MetricPourers and Casters, MetalBiomass Plant Technicians
Risk Score37.7%45.7%
Risk TierMedium RiskMedium Risk
Risk Percentile74th92th
Tasks at Risk (>50%)5 / 1511 / 15
Median Salary$48,940$61,710
Employment6K16K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Mechanical
Repairing
Written Expression
Handling and Moving Objects
Establishing and Maintaining Interpersonal Relationships
WritingAI-Augmented
Physics
Making Decisions and Solving Problems
MathematicsAI-Vulnerable
Written Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Pourers and Casters, Metal

27%

total discount

Biomass Plant Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Biomass Plant Technicians

11 of 15 at risk
88%Record or report operational data, such as readings on meters, instruments, and gauges.
86%Measure and monitor raw biomass feedstock, including wood, waste, or refuse materials.
85%Operate equipment to heat biomass, using knowledge of controls, combustion, and firing mechanisms.
85%Assess quality of biomass feedstock.
84%Operate high-pressure steam boiler or water chiller equipment for electrical cogeneration operations.

Wage Comparison

Biomass Plant Technicians earns +$12,770(+26%) vs Pourers and Casters, Metal
Pourers and Casters, MetalBiomass Plant Technicians
10th
$37,250$40,250
25th
$41,410$47,860
Median
$48,940$61,710
75th
$59,850$76,910
90th
$68,030$92,750

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pourers and Casters, Metal2028–2035
Biomass Plant Technicians2028–2035
20242030203520402045

Pourers and Casters, Metal has a longer runway before significant displacement, projected 0 years later than Biomass Plant Technicians.

Risk-Adjusted Salary

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

Pourers and Casters, Metal

$30,475

from $48,940

Biomass Plant Technicians

$33,515

from $61,710

After adjusting for AI risk, Biomass Plant Technicians offers $3,040 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pourers

0

Unique to Biomass

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Social Intelligence
Pourers and Casters, MetalBiomass Plant Technicians
Find transitions from Pourers and Casters, MetalFind transitions from Biomass Plant Technicians