Takeover Tracker

Side-by-Side Comparison

MetricFirst-Line Supervisors of Construction Trades and Extraction WorkersFirst-Line Supervisors of Production and Operating Workers
Risk Score25.7%35.5%
Risk TierMedium RiskMedium Risk
Risk Percentile21th67th
Tasks at Risk (>50%)4 / 159 / 15
Median Salary$78,690$71,190
Employment806K685K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Public Safety and Security
Operating Vehicles, Mechanized Devices, or Equipment
Communicating with Persons Outside Organization
Controlling Machines and Processes
Developing Objectives and Strategies
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Coaching and Developing Others
English Language
Evaluating Information to Determine Compliance with Standards
Training and Teaching Others
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Construction Trades and Extraction Workers

32%

total discount

First-Line Supervisors of Production and Operating Workers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Construction Trades and Extraction Workers

4 of 15 at risk
86%Order or requisition materials or supplies.
86%Arrange for repairs of equipment or machinery.
62%Record information such as personnel, production, or operational data on specified forms or reports.
51%Estimate material or worker requirements to complete jobs.
49%Read specifications, such as blueprints, to determine construction requirements or to plan procedures.

First-Line Supervisors of Production and Operating Workers

9 of 15 at risk
88%Keep records of employees' attendance and hours worked.
88%Maintain operations data, such as time, production, and cost records, and prepare management reports of production results.
86%Plan and establish work schedules, assignments, and production sequences to meet production goals.
86%Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards.
86%Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.

Wage Comparison

First-Line Supervisors of Production and Operating Workers earns -$7,500(-10%) vs First-Line Supervisors of Construction Trades and Extraction Workers
First-Line Supervisors of Construction Trades and Extraction WorkersFirst-Line Supervisors of Production and Operating Workers
10th
$51,290$45,790
25th
$62,400$56,330
Median
$78,690$71,190
75th
$100,200$86,770
90th
$126,690$106,960

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Construction Trades and Extraction Workers20282035
First-Line Supervisors of Production and Operating Workers20282035
20242030203520402045

First-Line Supervisors of Construction Trades and Extraction Workers has a longer runway before significant displacement, projected 0 years later than First-Line Supervisors of Production and Operating Workers.

Risk-Adjusted Salary

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

First-Line Supervisors of Construction Trades and Extraction Workers

$58,459

from $78,690

First-Line Supervisors of Production and Operating Workers

$45,953

from $71,190

After adjusting for AI risk, First-Line Supervisors of Construction Trades and Extraction Workers offers $12,506 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to First-Line

0

Unique to First-Line

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Fine Manipulation
First-Line Supervisors of Construction Trades and Extraction WorkersFirst-Line Supervisors of Production and Operating Workers