Takeover Tracker
45%medium risk
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
vs

48 shared · 13 different

core competencies

40%medium risk
Helpers--Production Workers

Side-by-Side Comparison

MetricHeat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticHelpers--Production Workers
Risk Score44.7%39.5%
Risk TierMedium RiskMedium Risk
Risk Percentile91th79th
Tasks at Risk (>50%)15 / 1511 / 15
Median Salary$47,450$38,220
Employment15K167K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Operation and Control
Operation Monitoring
Equipment MaintenanceAI-Resistant
Reaction Time
Controlling Machines and Processes
Flexibility of Closure
Operating Vehicles, Mechanized Devices, or Equipment
Coaching and Developing Others
Rate Control
Selective Attention
Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Helpers--Production Workers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

15 of 15 at risk
88%Record times that parts are removed from furnaces to document that objects have attained specified temperatures for specified times.
86%Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.
85%Determine flame temperatures, current frequencies, heating cycles, and induction heating coils needed, based on degree of hardness required and properties of stock to be treated.
85%Determine types and temperatures of baths and quenching media needed to attain specified part hardness, toughness, and ductility, using heat-treating charts and knowledge of methods, equipment, and metals.
67%Examine parts to ensure metal shades and colors conform to specifications, using knowledge of metal heat-treating.

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 -$9,230(-19%) vs Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
Heat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticHelpers--Production Workers
10th
$35,260$30,060
25th
$39,900$34,390
Median
$47,450$38,220
75th
$56,330$44,980
90th
$64,290$52,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic2028–2035
Helpers--Production Workers2028–2035
20242030203520402045

Helpers--Production Workers has a longer runway before significant displacement, projected 0 years later than Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

$26,259

from $47,450

Helpers--Production Workers

$23,119

from $38,220

After adjusting for AI risk, Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic offers $3,140 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Heat

0

Unique to Helpers--Production

Combined Protection Strategy

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

Decision Complexity
Creativity
Fine Manipulation
Social Intelligence
Heat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticHelpers--Production Workers
Find transitions from Heat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticFind transitions from Helpers--Production Workers