AITakeover Tracker
20%low risk

Operating Engineers and Other Construction Equipment Operators

Operate one or several types of power construction equipment, such as motor graders, bulldozers, scrapers, compressors, pumps, derricks, shovels, tractors, or front-end loaders to excavate, move, and grade earth, erect structures, or pour concrete or other hard surface pavement. May repair and maintain equipment in addition to other duties.

Green Increased DemandHigher risk than 6% of occupations

AI Impact Summary

Operating Engineers and Other Construction Equipment Operators faces low AI displacement risk with a score of 20/100. This occupation has higher AI displacement risk than 6% of all analyzed occupations. Of 29 analyzed tasks, 6 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%

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

Mathematics10%

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

Reading Comprehension10%

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

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)

Adaptability/Flexibility85%

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

Manual Dexterity80%

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

Leadership88%

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

Coordination70%

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

Equipment Maintenance78%

Equipment Maintenance 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.

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)

MonitoringCritical ThinkingActive LearningJudgment and Decision MakingWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Operating Engineers and Other Construction Equipment Operators 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

-6.5pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

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

-3.5pt 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 School13%
High School Diploma67%
Some College18%
Post-Secondary Certificate2%

Prior Experience Needed

Work experience required to enter this job

None6%
Up to 1 month6%
3-6 months5%
6 months - 1 year10%
1-2 years42%
2-4 years12%
4-6 years10%
6-8 years2%
Over 10 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None1%
Up to 1 month11%
1-3 months11%
3-6 months12%
6 months - 1 year25%
1-2 years27%
2-4 years12%
4-6 years1%

How AI Impacts Each Task

29 tasks analyzed

Learn and follow safety regulations.

Risk: 79.2%AI: 75EstimatedTime: 2%

Take actions to avoid potential hazards or obstructions, such as utility lines, other equipment, other workers, or falling objects.

Risk: 11.0%AI: 5EstimatedTime: 5%

Locate underground services, such as pipes or wires, prior to beginning work.

Risk: 81.2%AI: 80EstimatedTime: 2%

Monitor operations to ensure that health and safety standards are met.

Risk: 83.2%AI: 85EstimatedTime: 2%

Adjust handwheels and depress pedals to control attachments, such as blades, buckets, scrapers, or swing booms.

Risk: 11.0%AI: 5EstimatedTime: 8%

Start engines, move throttles, switches, or levers, or depress pedals to operate machines, such as bulldozers, trench excavators, road graders, or backhoes.

Risk: 11.0%AI: 5EstimatedTime: 8%

Coordinate machine actions with other activities, positioning or moving loads in response to hand or audio signals from crew members.

Risk: 19.0%AI: 10EstimatedTime: 4%

Load and move dirt, rocks, equipment, or other materials, using trucks, crawler tractors, power cranes, shovels, graders, or related equipment.

Risk: 17.0%AI: 20EstimatedTime: 8%

Check fuel supplies at sites to ensure adequate availability.

Risk: 47.0%AI: 35EstimatedTime: 2%

Test atmosphere for adequate oxygen or explosive conditions when working in confined spaces.

Risk: 79.2%AI: 75EstimatedTime: 2%

Drive and maneuver equipment equipped with blades in successive passes over working areas to remove topsoil, vegetation, or rocks or to distribute and level earth or terrain.

Risk: 17.0%AI: 20EstimatedTime: 8%

Signal operators to guide movement of tractor-drawn machines.

Risk: 19.0%AI: 10EstimatedTime: 2%

Keep records of material or equipment usage or problems encountered.

Risk: 85.2%AI: 90EstimatedTime: 2%

Align machines, cutterheads, or depth gauge makers with reference stakes and guidelines or ground or position equipment, following hand signals of other workers.

Risk: 21.0%AI: 30EstimatedTime: 5%

Operate tractors or bulldozers to perform such tasks as clearing land, mixing sludge, trimming backfills, or building roadways or parking lots.

Risk: 15.0%AI: 15EstimatedTime: 8%

Drive tractor-trailer trucks to move equipment from site to site.

Risk: 17.0%AI: 20EstimatedTime: 3%

Repair and maintain equipment, making emergency adjustments or assisting with major repairs as necessary.

Risk: 11.0%AI: 5EstimatedTime: 4%

Connect hydraulic hoses, belts, mechanical linkages, or power takeoff shafts to tractors.

Risk: 43.0%AI: 25EstimatedTime: 2%

Operate equipment to demolish or remove debris or to remove snow from streets, roads, or parking lots.

Risk: 13.0%AI: 10EstimatedTime: 4%

Talk to clients and study instructions, plans, or diagrams to establish work requirements.

Risk: 25.0%AI: 25EstimatedTime: 2%

Operate compactors, scrapers, or rollers to level, compact, or cover refuse at disposal grounds.

Risk: 19.0%AI: 25EstimatedTime: 3%

Operate loaders to pull out stumps, rip asphalt or concrete, rough-grade properties, bury refuse, or perform general cleanup.

Risk: 13.0%AI: 10EstimatedTime: 4%

Operate road watering, oiling, or rolling equipment, or street sealing equipment, such as chip spreaders.

Risk: 53.0%AI: 50EstimatedTime: 2%

Turn valves to control air or water output of compressors or pumps.

Risk: 45.0%AI: 30EstimatedTime: 2%

Select and fasten bulldozer blades or other attachments to tractors, using hitches.

Risk: 43.0%AI: 25EstimatedTime: 2%

Push other equipment when extra traction or assistance is required.

Risk: 11.0%AI: 5EstimatedTime: 2%

Compile cost estimates for jobs.

Risk: 85.2%AI: 90EstimatedTime: 2%

Perform specialized work, using equipment such as pile drivers, dredging rigs, drillers, or concrete pumpers.

Risk: 13.0%AI: 10EstimatedTime: 2%

Operate conveyors to remove grit and debris from digesters.

Risk: 55.0%AI: 55EstimatedTime: 2%

Protective Factors

Total protective discount: 25.0%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityCooperationConcern for OthersIndependenceSelf ControlPersistenceAdaptability/FlexibilityInitiativeInnovationIntegrityAchievement/Effort

Wage & Employment (2024)

Median Wage

$58,710

per year

Mean Wage

$65,180

per year

Employment

469K

workers

Wage Range

$40,080 - $100,690

10th - 90th pct

Wage Distribution

$40,080Median: $58,710$100,690
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

Crane and Tower Operators

17%
Low Risk

Median salary: $66,370

Higher risk than 2% of other occupations

Pile-Driver Operators

18%
Low Risk

Median salary: $70,510

Higher risk than 3% of other occupations

Paving, Surfacing, and Tamping Equipment Operators

19%
Low Risk

Median salary: $51,650

Higher risk than 4% of other occupations

Highway Maintenance Workers

20%
Low Risk

Median salary: $49,070

Higher risk than 7% of other occupations

Pipelayers

21%
Low Risk

Median salary: $48,710

Higher risk than 7% of other occupations

Excavating and Loading Machine and Dragline Operators

21%
Low Risk

Higher risk than 8% of other occupations

Control and Valve Installers and Repairers, Except Mechanical Door

25%
Low Risk

Median salary: $74,690

Higher risk than 17% of other occupations

Rail-Track Laying and Maintenance Equipment Operators

30%
Medium Risk

Median salary: $67,370

Higher risk than 37% of other occupations

Loading Machine Operators, Underground Mining

37%
Medium Risk

Higher risk than 70% of other occupations

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

43%
Medium Risk

Median salary: $46,630

Higher risk than 89% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 19% of other occupations

Sales Managers

26%
Medium Risk

Higher risk than 19% of other occupations

General and Operations Managers

29%
Medium Risk

Higher risk than 30% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 36% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Financial Managers

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Operating Engineers and Other Construction Equipment Operators professionals should diversify beyond them.

  • Information Ordering

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

  • Mathematics

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

  • Reading Comprehension

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

  • 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.

  • Adaptability/Flexibility

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

  • Manual Dexterity

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

  • Leadership

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

  • Coordination

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

  • Equipment Maintenance

    Equipment Maintenance 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.

  • Monitoring

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

  • Critical Thinking

    Critical Thinking 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.

  • 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.

Score History

Risk score over 1 scoring run

Checking for existing plan...