BETA
Updated: Mar 24
BETA
Updated: Mar 24
Stable
Last Update: 3/13/2026
Your role’s AI Resilience Score is
71.5%
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are expected to remain steady over time, with AI supporting rather than replacing the core work.
AI Resilience Report for
Outdoor Power Equipment and Other Small Engine Mechanics
They fix and maintain equipment like lawnmowers and chainsaws, ensuring these machines work properly by diagnosing issues and making necessary repairs.
This role is stable
This career is labeled as "Stable" because most of the work done by small engine mechanics involves hands-on tasks and personal interactions that AI can't easily replace. Mechanics need to physically take apart engines and talk to customers about repairs, which requires human skills and judgment.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreThis role is stable
This career is labeled as "Stable" because most of the work done by small engine mechanics involves hands-on tasks and personal interactions that AI can't easily replace. Mechanics need to physically take apart engines and talk to customers about repairs, which requires human skills and judgment.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Stable99.7%
99.7%
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Stable92.0%
92.0%
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Evolving32.5%
32.5%
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Evolving63.7%
63.7%
Medium Demand
Labor Market Outlook
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
2.5%
Growth Percentile:
46.4%
Annual Openings:
3,500
Annual Openings Pct:
32.2%
Analysis of Current AI Resilience
Small Engine Mechanic
Updated Quarterly • Last Update: 2/17/2026
What's changing and what's not
Right now, most work that small engine mechanics do is still done by people, not robots or AI. They must record work done and parts used – data that goes into shop software – but a mechanic has to enter it [1]. Technicians also show customers how to care for their machines in person [1], a personal task that isn’t easily automated.
To find engine problems, mechanics use wrenches, gauges, and basic diagnostic tools [1]. (Some high-end shops use computerized tuners for racing engines [1], but ordinary lawn mowers don’t have smart sensors or AI.) Mechanics talk to customers about a problem and give repair estimates [2]; currently this needs human judgement. Finally, selling parts is mostly a retail task (some parts are online, but shops still help customers in person), and taking apart engines is fully manual. In short, we didn’t find anyone automating these tasks with AI.
Research shows advanced machine diagnostics work only if a device has lots of sensors and data [3], which small engines usually don’t have. So these core tasks remain mostly hands-on – mechanics’ knowledge and personal customer help are still needed.
Sources
AI in the real world
It’s unlikely that AI tools will arrive quickly in this field. Small engine shops are mostly small businesses with tight budgets, so expensive new tech must really pay off. Mechanics earn about $23 an hour on average [1], and the job outlook is steady (about 4% growth through 2034) [1].
There’s no big labor shortage pushing owners to replace people with machines. Also, to use AI we’d need smart machines, network connections, or sensors on the engines – things we don’t really see in a typical lawnmower. Even technology trade shows focus on better power tools (like new battery-powered chainsaws [4]), not robot mechanics.
Finally, people like having a friendly expert explain things. Earning trust – by listening to a customer’s description and showing them how to tune their mower – is a human skill. In other words, these tasks use hands-on skill and people-sense that AI can’t easily copy (at least not yet).
For now, AI mostly works with mechanics (for example, better shop software or simple fault code readers) rather than instead of them.
Sources
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More Career Info
Career: Outdoor Power Equipment and Other Small Engine Mechanics
Parent Careers
Employment & Wage Data
Median Wage
$46,560
Jobs (2024)
36,900
Growth (2024-34)
+2.5%
Annual Openings
3,500
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Dismantle engines, using hand tools, and examine parts for defects.
2
Sell parts and equipment.
3
Obtain problem descriptions from customers, and prepare cost estimates for repairs.
4
Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges.
5
Grind, ream, rebore, and re-tap parts to obtain specified clearances, using grinders, lathes, taps, reamers, boring machines, and micrometers.
6
Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors.
7
Replace motors.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
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