Takeover Tracker
22%low risk
Commercial Divers
vs

79 shared · 21 different

core competencies

30%medium risk
Rail-Track Laying and Maintenance Equipment Operators

Side-by-Side Comparison

MetricCommercial DiversRail-Track Laying and Maintenance Equipment Operators
Risk Score22.2%29.8%
Risk TierLow RiskMedium Risk
Risk Percentile12th38th
Tasks at Risk (>50%)7 / 154 / 15
Median Salary$61,130$67,370
Employment3K16K

Skill Comparison

|

Sorted by largest difference

Physics
Oral Expression
Oral Comprehension
Transportation
Reading ComprehensionAI-Vulnerable
Speaking
Training and Teaching Others
Active Listening
Critical ThinkingAI-Augmented
Speech Recognition
Near Vision
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Commercial Divers

34%

total discount

Rail-Track Laying and Maintenance Equipment Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Commercial Divers

7 of 15 at risk
84%Take appropriate safety precautions, such as monitoring dive lengths and depths and registering with authorities before diving expeditions begin.
61%Take test samples or photographs to assess the condition of vessels or structures.
57%Inspect and test docks, ships, buoyage systems, plant intakes or outflows, or underwater pipelines, cables, or sewers, using closed circuit television, still photography, and testing equipment.
55%Operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.
55%Inspect the condition of underwater steel or wood structures.

Rail-Track Laying and Maintenance Equipment Operators

4 of 15 at risk
84%Observe leveling indicator arms to verify levelness and alignment of tracks.
57%Adjust controls of machines that spread, shape, raise, level, or align track, according to specifications.
55%Engage mechanisms that lay tracks or rails to specified gauges.
53%Clean, grade, or level ballast on railroad tracks.
49%Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails.

Wage Comparison

Rail-Track Laying and Maintenance Equipment Operators earns +$6,240(+10%) vs Commercial Divers
Commercial DiversRail-Track Laying and Maintenance Equipment Operators
10th
$39,130$45,720
25th
$49,370$51,630
Median
$61,130$67,370
75th
$93,840$79,330
90th
$152,580$84,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Commercial Divers2028–2035
Rail-Track Laying and Maintenance Equipment Operators2028–2035
20242030203520402045

Commercial Divers has a longer runway before significant displacement, projected 0 years later than Rail-Track Laying and Maintenance Equipment Operators.

Risk-Adjusted Salary

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

Commercial Divers

$47,547

from $61,130

Rail-Track Laying and Maintenance Equipment Operators

$47,267

from $67,370

After adjusting for AI risk, Commercial Divers offers $280 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Commercial

0

Unique to Rail-Track

Combined Protection Strategy

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

Social Intelligence
Creativity
Fine Manipulation
Regulatory Barriers
Commercial DiversRail-Track Laying and Maintenance Equipment Operators
Find transitions from Commercial DiversFind transitions from Rail-Track Laying and Maintenance Equipment Operators