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

71 shared · 18 different

core competencies

35%medium risk
Derrick Operators, Oil and Gas

Side-by-Side Comparison

MetricRail-Track Laying and Maintenance Equipment OperatorsDerrick Operators, Oil and Gas
Risk Score29.8%34.7%
Risk TierMedium RiskMedium Risk
Risk Percentile38th65th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$67,370$62,740
Employment16K11K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Organizing, Planning, and Prioritizing Work
Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards
Repairing and Maintaining Mechanical Equipment
Making Decisions and Solving Problems
Thinking Creatively
Estimating the Quantifiable Characteristics of Products, Events, or Information
Scheduling Work and Activities
Getting Information
Gross Body Equilibrium
Extent Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail-Track Laying and Maintenance Equipment Operators

28%

total discount

Derrick Operators, Oil and Gas

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Derrick Operators, Oil and Gas

7 of 15 at risk
84%Control the viscosity and weight of the drilling fluid.
84%Prepare mud reports, and instruct crews about the handling of any chemical additives.
67%Start pumps that circulate mud through drill pipes and boreholes to cool drill bits and flush out drill cuttings.
65%Listen to mud pumps and check regularly for vibration and other problems to ensure that rig pumps and drilling mud systems are working properly.
65%Guide lengths of pipe into and out of elevators.

Wage Comparison

Derrick Operators, Oil and Gas earns -$4,630(-7%) vs Rail-Track Laying and Maintenance Equipment Operators
Rail-Track Laying and Maintenance Equipment OperatorsDerrick Operators, Oil and Gas
10th
$45,720$42,930
25th
$51,630$49,440
Median
$67,370$62,740
75th
$79,330$72,820
90th
$84,840$84,620

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rail-Track Laying and Maintenance Equipment Operators2028–2035
Derrick Operators, Oil and Gas2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Rail-Track Laying and Maintenance Equipment Operators

$47,267

from $67,370

Derrick Operators, Oil and Gas

$40,975

from $62,740

After adjusting for AI risk, Rail-Track Laying and Maintenance Equipment Operators offers $6,291 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rail-Track

0

Unique to Derrick

Combined Protection Strategy

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

Decision Complexity
Creativity
Social Intelligence
Regulatory Barriers
Rail-Track Laying and Maintenance Equipment OperatorsDerrick Operators, Oil and Gas
Find transitions from Rail-Track Laying and Maintenance Equipment OperatorsFind transitions from Derrick Operators, Oil and Gas