Takeover Tracker
vs

52 shared · 46 different

core competencies

23%low risk
Segmental Pavers

Side-by-Side Comparison

MetricService Unit Operators, Oil, Gas, and MiningSegmental Pavers
Risk Score23.7%23.2%
Risk TierLow RiskLow Risk
Risk Percentile16th14th
Tasks at Risk (>50%)2 / 151 / 12
Median Salary$57,980N/A
Employment44KN/A

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Assisting and Caring for Others
Judging the Qualities of Things, Services, or People
Monitor Processes, Materials, or Surroundings
Controlling Machines and Processes
Repairing and Maintaining Mechanical Equipment
Identifying Objects, Actions, and Events
Engineering and Technology
Performing Administrative Activities
Inspecting Equipment, Structures, or Material
Provide Consultation and Advice to Others
Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Service Unit Operators, Oil, Gas, and Mining

32%

total discount

Segmental Pavers

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.

Segmental Pavers

1 of 12 at risk
51%Design paver installation layout pattern and create markings for directional references of joints and stringlines.
49%Sweep sand from the surface prior to opening to traffic.
47%Supply and place base materials, edge restraints, bedding sand and jointing sand.
47%Set pavers, aligning and spacing them correctly.
47%Sweep sand into the joints and compact pavement until the joints are full.

Wage Comparison

Service Unit Operators, Oil, Gas, and MiningSegmental Pavers
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
Segmental Pavers20282035
20242030203520402045

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

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Service

0

Unique to Segmental

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Service Unit Operators, Oil, Gas, and MiningSegmental Pavers