Refuse and Recyclable Material Collectors vs Roustabouts, Oil and Gas AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Refuse and Recyclable Material Collectors

49 shared · 11 different

core competencies

low risk

Roustabouts, Oil and Gas

Side-by-Side Comparison

Roustabouts, Oil and Gas leads 4–1

Metric	Refuse and Recyclable Material Collectors	Roustabouts, Oil and Gas
Risk Score	27.0%	24.0%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	25th	17th
Tasks at Risk (>50%)	4 / 15	0 / 15
Median Salary	$48,350	$47,510
Employment	139K	45K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Operating Vehicles, Mechanized Devices, or Equipment

Transportation

Handling and Moving Objects

Performing for or Working Directly with the Public

Performing General Physical Activities

Evaluating Information to Determine Compliance with Standards

Controlling Machines and Processes

Getting Information

Repairing and Maintaining Mechanical Equipment

Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Refuse and Recyclable Material Collectors

27%

total discount

Roustabouts, Oil and Gas

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Refuse and Recyclable Material Collectors

4 of 15 at risk

86%Fill out defective equipment reports.

73%Organize schedules for refuse collection.

59%Operate equipment that compresses collected refuse.

55%Check road or weather conditions to determine how routes will be affected.

49%Operate automated or semi-automated hoisting devices that raise refuse bins and dump contents into openings in truck bodies.

Roustabouts, Oil and Gas

0 of 15 at risk

49%Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.

49%Move pipes to and from trucks, using truck winches and motorized lifts, or by hand.

49%Dig drainage ditches around wells and storage tanks.

47%Clean trucks used in the fields.

45%Keep pipe deck and main deck areas clean and tidy.

Wage Comparison

Roustabouts, Oil and Gas earns -$840(-2%) vs Refuse and Recyclable Material Collectors

Refuse and Recyclable Material CollectorsRoustabouts, Oil and Gas

10th

$31,810$35,650

25th

$38,330$38,330

Median

$48,350$47,510

75th

$61,010$57,170

90th

$75,200$64,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Refuse and Recyclable Material Collectors2028–2035

Roustabouts, Oil and Gas2028–2035

20242030203520402045

Roustabouts, Oil and Gas has a longer runway before significant displacement, projected 0 years later than Refuse and Recyclable Material Collectors.

Risk-Adjusted Salary

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

Refuse and Recyclable Material Collectors

$35,310

from $48,350

Roustabouts, Oil and Gas

$36,093

from $47,510

After adjusting for AI risk, Roustabouts, Oil and Gas offers $783 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Refuse

Unique to Roustabouts,

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Creativity

Regulatory Barriers

Refuse and Recyclable Material CollectorsRoustabouts, Oil and Gas

Find transitions from Refuse and Recyclable Material Collectors Find transitions from Roustabouts, Oil and Gas