Takeover Tracker
vs

56 shared · 43 different

core competencies

Side-by-Side Comparison

MetricService Unit Operators, Oil, Gas, and MiningWeatherization Installers and Technicians
Risk Score23.7%24.2%
Risk TierLow RiskLow Risk
Risk Percentile16th17th
Tasks at Risk (>50%)2 / 154 / 15
Median Salary$57,980N/A
Employment44KN/A

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Building and Construction
Repairing and Maintaining Mechanical Equipment
Controlling Machines and Processes
Judging the Qualities of Things, Services, or People
Identifying Objects, Actions, and Events
Establishing and Maintaining Interpersonal Relationships
Inspecting Equipment, Structures, or Material
Coordinating the Work and Activities of Others
Monitor Processes, Materials, or Surroundings
Training and Teaching Others
Engineering and Technology

Protective Factors

Higher values indicate stronger protection against AI displacement

Service Unit Operators, Oil, Gas, and Mining

32%

total discount

Weatherization Installers and Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Service Unit Operators, Oil, Gas, and Mining

2 of 15 at risk
86%Prepare reports of services rendered, tools used, or time required, for billing purposes.
51%Listen to engines, rotary chains, or other equipment to detect faulty operations or unusual well conditions.
49%Operate pumps that circulate water, oil, or other fluids through wells to remove sand or other materials obstructing the free flow of oil.
49%Select fishing methods or tools for removing obstacles such as liners, broken casing, screens, or drill pipe.
49%Interpret instrument readings to ascertain the depth of obstruction.

Weatherization Installers and Technicians

4 of 15 at risk
88%Contact residents or building owners to schedule appointments.
86%Maintain activity logs, financial transaction logs, or other records of weatherization work performed.
86%Prepare or assist in the preparation of bids, contracts, or written reports related to weatherization work.
86%Prepare cost estimates or specifications for rehabilitation or weatherization services.
49%Determine amount of air leakage in buildings using a blower door machine.

Wage Comparison

Service Unit Operators, Oil, Gas, and MiningWeatherization Installers and Technicians
10th
$40,010N/A
25th
$47,330N/A
Median
$57,980N/A
75th
$70,510N/A
90th
$93,820N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Service Unit Operators, Oil, Gas, and Mining20282035
Weatherization Installers and Technicians20282035
20242030203520402045

Service Unit Operators, Oil, Gas, and Mining has a longer runway before significant displacement, projected 0 years later than Weatherization Installers and Technicians.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Service

0

Unique to Weatherization

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Creativity
Decision Complexity
Service Unit Operators, Oil, Gas, and MiningWeatherization Installers and Technicians