Helpers--Extraction Workers vs Sailors and Marine Oilers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Helpers--Extraction Workers

67 shared · 27 different

core competencies

medium risk

Sailors and Marine Oilers

Side-by-Side Comparison

Helpers--Extraction Workers leads 4–1

Metric	Helpers--Extraction Workers	Sailors and Marine Oilers
Risk Score	27.9%	30.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	29th	43th
Tasks at Risk (>50%)	3 / 14	5 / 15
Median Salary	$48,400	$49,610
Employment	7K	31K

Skill Comparison

Sorted by largest difference

Monitoring and Controlling Resources

Operating Vehicles, Mechanized Devices, or Equipment

Evaluating Information to Determine Compliance with Standards

Interpreting the Meaning of Information for Others

Developing Objectives and Strategies

Developing and Building Teams

Mechanical

Coaching and Developing Others

Handling and Moving Objects

Establishing and Maintaining Interpersonal Relationships

Coordinating the Work and Activities of Others

Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Extraction Workers

30%

total discount

Sailors and Marine Oilers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Extraction Workers

3 of 14 at risk

77%Observe and monitor equipment operation during the extraction process to detect any problems.

69%Collect and examine geological matter, using hand tools and testing devices.

53%Drive moving equipment to transport materials and parts to excavation sites.

49%Dig trenches.

45%Signal workers to start geological material extraction or boring.

Sailors and Marine Oilers

5 of 15 at risk

87%Read pressure and temperature gauges or displays and record data in engineering logs.

87%Examine machinery to verify specified pressures or lubricant flows.

87%Relay specified signals to other ships, using visual signaling devices, such as blinker lights or semaphores.

85%Stand watch in ships' bows or bridge wings to look for obstructions in a ship's path or to locate navigational aids, such as buoys or lighthouses.

85%Stand by wheels when ships are on automatic pilot and verify accuracy of courses, using magnetic compasses.

Wage Comparison

Sailors and Marine Oilers earns +$1,210(+3%) vs Helpers--Extraction Workers

Helpers--Extraction WorkersSailors and Marine Oilers

10th

$35,770$33,350

25th

$39,980$38,450

Median

$48,400$49,610

75th

$57,560$65,370

90th

$68,240$81,890

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Extraction Workers2028–2035

Sailors and Marine Oilers2028–2035

20242030203520402045

Helpers--Extraction Workers has a longer runway before significant displacement, projected 0 years later than Sailors and Marine Oilers.

Risk-Adjusted Salary

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

Helpers--Extraction Workers

$34,872

from $48,400

Sailors and Marine Oilers

$34,385

from $49,610

After adjusting for AI risk, Helpers--Extraction Workers offers $488 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Helpers--Extraction

Unique to Sailors

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Social Intelligence

Creativity

Helpers--Extraction WorkersSailors and Marine Oilers

Find transitions from Helpers--Extraction Workers Find transitions from Sailors and Marine Oilers