AITakeover Tracker
18%low risk

Pile-Driver Operators

Operate pile drivers mounted on skids, barges, crawler treads, or locomotive cranes to drive pilings for retaining walls, bulkheads, and foundations of structures, such as buildings, bridges, and piers.

Higher risk than 3% of occupations

AI Impact Summary

Pile-Driver Operators faces low AI displacement risk with a score of 18/100. This occupation has higher AI displacement risk than 3% of all analyzed occupations. Of 5 analyzed tasks, 1 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)

Mathematics10%

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

Information Ordering5%

Information Ordering 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.

Equipment Maintenance78%

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

Coordination70%

Coordination 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 ThinkingJudgment and Decision MakingWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Pile-Driver 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

-6.6pt 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+$4K/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+$4K/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 School19%
High School Diploma53%
Some College21%
Post-Secondary Certificate8%

Prior Experience Needed

Work experience required to enter this job

None13%
1-3 months6%
3-6 months8%
6 months - 1 year2%
1-2 years19%
2-4 years38%
4-6 years9%
6-8 years2%
Over 10 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None8%
Up to 1 month4%
1-3 months19%
3-6 months10%
6 months - 1 year4%
1-2 years20%
2-4 years22%
4-6 years4%
6-8 years8%

How AI Impacts Each Task

5 tasks analyzed

Move hand and foot levers of hoisting equipment to position piling leads, hoist piling into leads, and position hammers over pilings.

Risk: 11.0%AI: 5EstimatedTime: 25%

Move levers and turn valves to activate power hammers, or to raise and lower drophammers that drive piles to required depths.

Risk: 45.0%AI: 30EstimatedTime: 20%

Drive pilings to provide support for buildings or other structures, using heavy equipment with a pile driver head.

Risk: 11.0%AI: 5EstimatedTime: 40%

Conduct pre-operational checks on equipment to ensure proper functioning.

Risk: 77.2%AI: 70EstimatedTime: 5%

Clean, lubricate, and refill equipment.

Risk: 43.0%AI: 25EstimatedTime: 10%

Protective Factors

Total protective discount: 25.8%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityAttention to DetailConcern for OthersSelf ControlStress ToleranceCooperationAdaptability/FlexibilityInitiativeIntegrityPersistenceLeadershipAchievement/Effort

Wage & Employment (2024)

Median Wage

$70,510

per year

Mean Wage

$79,000

per year

Employment

3K

workers

Wage Range

$46,690 - $121,990

10th - 90th pct

Wage Distribution

$46,690Median: $70,510$121,990
Career Planning

Explore other career paths

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Alternate Career Paths

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Higher risk than 48% of other occupations

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Wellhead Pumpers

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Higher risk than 81% of other occupations

Chief Executives

26%
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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

Advertising and Promotions Managers

29%
Medium Risk

Higher risk than 33% 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

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Pile-Driver Operators professionals should diversify beyond them.

  • Mathematics

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

  • Information Ordering

    Information Ordering 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.

  • Equipment Maintenance

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

  • Coordination

    Coordination 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.

  • 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.

Score History

Risk score over 1 scoring run

Checking for existing plan...