Installation, Maintenance, and Repair · United States (national)
Motorboat Mechanics and Service Technicians
How exposed this work is to automation, shown as ranges with the reasoning and sources.
The short version: this role is moderately exposed to automation, and a near-term shift looks unlikely.
It is a sourced range, not a verdict, and the detail is below.
Built on O*NET tasks, BLS pay and projections, and peer-reviewed AI-exposure research. Sources shown.
Data snapshot SNAPSHOT-2026-11-06. How it works
AI / softwarerange 0.0 to 15.9
Physical / roboticsrange 45.2 to 69.2
When the change is likely
Largely unaffectedlocal demand growing
What to do about it
Use AI to outpace AI.
Strategies to protect your livelihood, most important first.
1
Stay sharp; urgency is low
This role looks durable. Keep your skills current and watch for shifts in your field.
2
Move up from the task to the system
Robotics targets the physical work. Shift toward supervising, maintaining, or programming the automation instead of competing with it.
3
Pivot toward Aircraft Mechanics and Service Technicians
It is skill-adjacent and less exposed (52.8 vs 57). A lateral move now beats a forced one later.
4
Build a financial buffer
Keep 6 to 12 months of expenses and diversify your income, so a disruption is a setback rather than a catastrophe.
5
Add a recognised credential
A certification or license raises the bar against automation and signals value in a tightening market.
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Which of my tasks are exposed
Start motors and monitor performance for signs of malfunctioning, such as smoke, excessive vibration, or misfiring.
100.0
Document inspection and test results and work performed or to be performed.
57.2
Mount motors to boats, and operate boats at various speeds on waterways to conduct operational tests.
57.2
Repair engine mechanical equipment, such as power tilts, bilge pumps, or power take-offs.
57.2
Perform routine engine maintenance on motorboats, such as changing oil and filters.
57.2
Replace parts, such as gears, magneto points, piston rings, or spark plugs, and reassemble engines.
57.2
Idle motors and observe thermometers to determine the effectiveness of cooling systems.
57.2
Inspect and repair or adjust propellers or propeller shafts.
57.2
Longer, orange bars are more automatable; short green bars are resistant.
What is driving my result
lowers risk
raises risk
Task: Start motors and monitor performance for signs of malfunctioning, such as smoke, excessive vibration, or misfiring.
Task: Document inspection and test results and work performed or to be performed.
Local demand is growing
Lower-risk adjacent roles
Aircraft Mechanics and Service Technicians
52.8
A full, ranked mitigation plan is part of the paid tiers.
How this score is calculated
Map Motorboat Mechanics and Service Technicians to its standard O*NET task list (8 core tasks).
Score each task for AI/software exposure (Eloundou et al. 2023) and physical/robotics exposure (an O*NET work-context proxy), each 0 to 100.
The two axis scores are the task averages: AI 3.9, robotics 57.2.
The timeline comes from the higher axis (57.2), shifted for local demand (growing), and seniority. It is read against your remaining working years.
Ranges are about ±12 points. A backtest against real BLS employment change shows the risk ranking holds in aggregate, but individual outcomes are predicted weakly, so results are ranges, never a flat verdict.
Sources: O*NET, Eloundou et al. (2023), GPTs are GPTs, O*NET Work Context, BLS CPI-U, BLS OEWS.
Snapshot SNAPSHOT-2026-11-06. Full method and backtest on How it works.