Takeover Tracker
33%medium risk
Manufacturing Engineers
vs

79 shared · 15 different

core competencies

34%medium risk
Marine Engineers

Side-by-Side Comparison

MetricManufacturing EngineersMarine Engineers
Risk Score32.5%33.5%
Risk TierMedium RiskMedium Risk
Risk Percentile53th60th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$117,750$105,670
Employment151K8K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Computers and Electronics
Communicating with Persons Outside Organization
Physics
Evaluating Information to Determine Compliance with Standards
Interacting With Computers
Technology DesignAI-Augmented
Education and Training
Systems Evaluation
Science
Controlling Machines and Processes
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Engineers

33%

total discount

Marine Engineers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Engineers

7 of 15 at risk
86%Prepare documentation for new manufacturing processes or engineering procedures.
86%Evaluate manufactured products according to specifications and quality standards.
73%Prepare reports summarizing information or trends related to manufacturing performance.
51%Investigate or resolve operational problems, such as material use variances or bottlenecks.
51%Review product designs for manufacturability or completeness.

Marine Engineers

7 of 15 at risk
86%Maintain records of engineering department activities, including expense records and details of equipment maintenance and repairs.
84%Procure materials needed to repair marine equipment and machinery.
78%Perform monitoring activities to ensure that ships comply with international regulations and standards for life-saving equipment and pollution preventatives.
76%Investigate and observe tests on machinery and equipment for compliance with standards.
70%Prepare technical reports for use by engineering, management, or sales personnel.

Wage Comparison

Marine Engineers earns -$12,080(-10%) vs Manufacturing Engineers
Manufacturing EngineersMarine Engineers
10th
$62,840$79,700
25th
$85,750$88,480
Median
$117,750$105,670
75th
$152,670$133,780
90th
$183,510$167,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufacturing Engineers2028–2035
Marine Engineers2028–2035
20242030203520402045

Manufacturing Engineers has a longer runway before significant displacement, projected 0 years later than Marine Engineers.

Risk-Adjusted Salary

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

Manufacturing Engineers

$79,458

from $117,750

Marine Engineers

$70,218

from $105,670

After adjusting for AI risk, Manufacturing Engineers offers $9,240 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Manufacturing

0

Unique to Marine

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Manufacturing EngineersMarine Engineers
Find transitions from Manufacturing EngineersFind transitions from Marine Engineers