AITakeover Tracker
21%low risk

Mobile Heavy Equipment Mechanics, Except Engines

Diagnose, adjust, repair, or overhaul mobile mechanical, hydraulic, and pneumatic equipment, such as cranes, bulldozers, graders, and conveyors, used in construction, logging, and surface mining.

Higher risk than 9% of occupations

AI Impact Summary

Mobile Heavy Equipment Mechanics, Except Engines faces low AI displacement risk with a score of 21/100. This occupation has higher AI displacement risk than 9% of all analyzed occupations. Of 20 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingWritingActive LearningMonitoringSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Mobile Heavy Equipment Mechanics, Except Engines skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-4.9pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.6pt risk+$3K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School3%
High School Diploma30%
Some College55%
Post-Secondary Certificate8%
Associate's Degree5%

Prior Experience Needed

Work experience required to enter this job

None12%
3-6 months3%
6 months - 1 year3%
1-2 years33%
2-4 years34%
4-6 years4%
6-8 years5%
Over 10 years6%

Training Provided After Hiring

How long it typically takes to learn on the job

None2%
Up to 1 month7%
1-3 months12%
3-6 months20%
6 months - 1 year26%
1-2 years15%
2-4 years10%
4-6 years9%

How AI Impacts Each Task

20 tasks analyzed

Repair and replace damaged or worn parts.

Risk: 11.0%AI: 5EstimatedTime: 10%

Test mechanical products and equipment after repair or assembly to ensure proper performance and compliance with manufacturers' specifications.

Risk: 13.0%AI: 10EstimatedTime: 5%

Operate and inspect machines or heavy equipment to diagnose defects.

Risk: 39.0%AI: 30EstimatedTime: 8%

Read and understand operating manuals, blueprints, and technical drawings.

Risk: 86.0%AI: 92EstimatedTime: 4%

Dismantle and reassemble heavy equipment using hoists and hand tools.

Risk: 11.0%AI: 5EstimatedTime: 8%

Overhaul and test machines or equipment to ensure operating efficiency.

Risk: 11.0%AI: 5EstimatedTime: 7%

Adjust, maintain, and repair or replace subassemblies, such as transmissions and crawler heads, using hand tools, jacks, and cranes.

Risk: 11.0%AI: 5EstimatedTime: 8%

Repair, rewire, and troubleshoot electrical systems.

Risk: 39.0%AI: 30EstimatedTime: 6%

Diagnose faults or malfunctions to determine required repairs, using engine diagnostic equipment such as computerized test equipment and calibration devices.

Risk: 52.9%AI: 64.65ObservedTime: 8%

Examine parts for damage or excessive wear, using micrometers and gauges.

Risk: 47.0%AI: 35EstimatedTime: 4%

Weld or solder broken parts and structural members, using electric or gas welders and soldering tools.

Risk: 17.0%AI: 20EstimatedTime: 5%

Research, order, and maintain parts inventory for services and repairs.

Risk: 86.0%AI: 92EstimatedTime: 3%

Fit bearings to adjust, repair, or overhaul mobile mechanical, hydraulic, and pneumatic equipment.

Risk: 11.0%AI: 5EstimatedTime: 5%

Schedule maintenance for industrial machines and equipment, and keep equipment service records.

Risk: 86.0%AI: 92EstimatedTime: 3%

Clean, lubricate, and perform other routine maintenance work on equipment and vehicles.

Risk: 45.0%AI: 30EstimatedTime: 5%

Assemble gear systems, and align frames and gears.

Risk: 11.0%AI: 5EstimatedTime: 4%

Clean parts by spraying them with grease solvent or immersing them in tanks of solvent.

Risk: 49.0%AI: 40EstimatedTime: 3%

Adjust and maintain industrial machinery, using control and regulating devices.

Risk: 17.0%AI: 20EstimatedTime: 4%

Fabricate needed parts or items from sheet metal.

Risk: 17.0%AI: 20EstimatedTime: 3%

Direct workers who are assembling or disassembling equipment or cleaning parts.

Risk: 23.0%AI: 20EstimatedTime: 2%

Protective Factors

Total protective discount: 30.1%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailIntegrityDependabilityIndependenceAnalytical ThinkingInitiativeInnovationStress ToleranceSelf ControlAdaptability/FlexibilityPersistenceCooperation

Wage & Employment (2024)

Median Wage

$63,980

per year

Mean Wage

$67,580

per year

Employment

180K

workers

Wage Range

$45,450 - $92,360

10th - 90th pct

Wage Distribution

$45,450Median: $63,980$92,360
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Farm Equipment Mechanics and Service Technicians

16%
Low Risk

Median salary: $52,080

Higher risk than 2% of other occupations

Refrigeration Mechanics and Installers

16%
Low Risk

Median salary: $59,810

Higher risk than 2% of other occupations

Heating and Air Conditioning Mechanics and Installers

17%
Low Risk

Median salary: $59,810

Higher risk than 2% of other occupations

Motorboat Mechanics and Service Technicians

19%
Low Risk

Median salary: $54,950

Higher risk than 5% of other occupations

Automotive Master Mechanics

20%
Low Risk

Median salary: $49,670

Higher risk than 6% of other occupations

Bus and Truck Mechanics and Diesel Engine Specialists

20%
Low Risk

Median salary: $60,640

Higher risk than 6% of other occupations

Electric Motor, Power Tool, and Related Repairers

20%
Low Risk

Median salary: $53,990

Higher risk than 7% of other occupations

Electricians

20%
Low Risk

Median salary: $62,350

Higher risk than 8% of other occupations

Maintenance and Repair Workers, General

24%
Low Risk

Median salary: $48,620

Higher risk than 16% of other occupations

Industrial Machinery Mechanics

24%
Low Risk

Median salary: $63,760

Higher risk than 16% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Mobile Heavy Equipment Mechanics, Except Engines professionals should diversify beyond them.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

  • Equipment Maintenance

    Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

-2.1

overall change

Checking for existing plan...