AITakeover Tracker
23%low risk

Segmental Pavers

Lay out, cut, and place segmental paving units. Includes installers of bedding and restraining materials for the paving units.

Higher risk than 14% of occupations

AI Impact Summary

Segmental Pavers faces low AI displacement risk with a score of 23/100. This occupation has higher AI displacement risk than 14% of all analyzed occupations. Of 12 analyzed tasks, 0 are highly automatable. 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.

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.

Mathematics10%

Mathematics 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.

Social Perceptiveness90%

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

Service Orientation82%

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

Persuasion80%

Persuasion 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 MakingMonitoringActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Segmental Pavers 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

-6.9pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.8pt risk

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

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 School7%
High School Diploma59%
Some College31%
Post-Secondary Certificate3%
Associate's Degree1%

Prior Experience Needed

Work experience required to enter this job

None15%
Up to 1 month2%
1-3 months1%
3-6 months1%
6 months - 1 year31%
1-2 years41%
2-4 years7%
4-6 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month6%
1-3 months11%
3-6 months32%
6 months - 1 year39%
1-2 years12%
2-4 years1%

How AI Impacts Each Task

12 tasks analyzed

Prepare base for installation by removing unstable or unsuitable materials, compacting and grading the soil, draining or stabilizing weak or saturated soils and taking measures to prevent water penetration and migration of bedding sand.

Risk: 9.0%AI: 0EstimatedTime: 15%

Supply and place base materials, edge restraints, bedding sand and jointing sand.

Risk: 47.0%AI: 35EstimatedTime: 10%

Discuss the design with the client.

Risk: 27.0%AI: 30EstimatedTime: 5%

Set pavers, aligning and spacing them correctly.

Risk: 47.0%AI: 35EstimatedTime: 20%

Sweep sand into the joints and compact pavement until the joints are full.

Risk: 47.0%AI: 35EstimatedTime: 8%

Screed sand level to an even thickness, and recheck sand exposed to elements, raking and rescreeding if necessary.

Risk: 11.0%AI: 5EstimatedTime: 8%

Cut paving stones to size and for edges, using a splitter and a masonry saw.

Risk: 11.0%AI: 5EstimatedTime: 8%

Compact bedding sand and pavers to finish the paved area, using a plate compactor.

Risk: 47.0%AI: 35EstimatedTime: 8%

Design paver installation layout pattern and create markings for directional references of joints and stringlines.

Risk: 51.0%AI: 60EstimatedTime: 5%

Sweep sand from the surface prior to opening to traffic.

Risk: 49.0%AI: 40EstimatedTime: 3%

Resurface an outside area with cobblestones, terracotta tiles, concrete or other materials.

Risk: 9.0%AI: 0EstimatedTime: 5%

Cement the edges of the paved area.

Risk: 47.0%AI: 35EstimatedTime: 5%

Protective Factors

Total protective discount: 29.5%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilitySelf ControlConcern for OthersIntegrityInitiativeCooperationAdaptability/FlexibilityStress ToleranceAchievement/EffortSocial OrientationLeadership
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Segmental Pavers 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.

  • 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.

  • Mathematics

    Mathematics 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.

  • Social Perceptiveness

    Social Perceptiveness 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.

  • Monitoring

    Monitoring 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.

  • Writing

    Writing 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

-2.7

overall change

Checking for existing plan...