AITakeover Tracker
21%low risk

Terrazzo Workers and Finishers

Apply a mixture of cement, sand, pigment, or marble chips to floors, stairways, and cabinet fixtures to fashion durable and decorative surfaces.

Higher risk than 9% of occupations

AI Impact Summary

Terrazzo Workers and Finishers 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 26 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)

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.

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.

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.

Leadership88%

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

Adaptability/Flexibility85%

Adaptability/Flexibility 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.

Service Orientation82%

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

Equipment Maintenance78%

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

AI-Augmented Skills (7)

Judgment and Decision MakingMonitoringCritical ThinkingActive LearningSystems AnalysisWritingTechnology Design

Recommended Courses

Courses matched to Terrazzo Workers and Finishers 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

Courseraintermediate

Business and Financial Modeling Specialization

by University of Pennsylvania

~6 weeks$49/mo4.6Certificate
Enhances AI augmentation: Judgment and Decision Making

Estimated Impact

-4.6pt 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

-3.7pt 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 School14%
High School Diploma70%
Some College10%
Post-Secondary Certificate6%

Prior Experience Needed

Work experience required to enter this job

None50%
Up to 1 month3%
6 months - 1 year10%
1-2 years6%
2-4 years19%
4-6 years3%
8-10 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

None20%
Up to 1 month7%
1-3 months20%
3-6 months15%
6 months - 1 year15%
1-2 years11%
2-4 years5%
4-6 years8%

How AI Impacts Each Task

26 tasks analyzed

Measure designated amounts of ingredients for terrazzo or grout according to standard formulas and specifications, using graduated containers and scales, and load ingredients into portable mixer.

Risk: 47.0%AI: 35EstimatedTime: 4%

Grind surfaces with a power grinder or polish surfaces with polishing or surfacing machines.

Risk: 11.0%AI: 5EstimatedTime: 8%

Cut metal division strips and press them into the terrazzo base for joints or changes of color to form designs or patterns or to help prevent cracks.

Risk: 11.0%AI: 5EstimatedTime: 6%

Blend marble chip mixtures, place into panels, and push a roller over the surface to embed the chips.

Risk: 47.0%AI: 35EstimatedTime: 5%

Modify mixing, grouting, grinding, or cleaning procedures, according to type of installation or material used.

Risk: 47.0%AI: 50EstimatedTime: 3%

Spread, level, or smooth concrete or terrazzo mixtures to form bases or finished surfaces, using rakes, shovels, hand or power trowels, hand or power screeds, or floats.

Risk: 11.0%AI: 5EstimatedTime: 8%

Wash polished terrazzo surface, using cleaner and water, and apply sealer and curing agent according to manufacturer's specifications, using brush or sprayer.

Risk: 49.0%AI: 40EstimatedTime: 4%

Grind curved surfaces or areas inaccessible to surfacing machine, such as stairways or cabinet tops, with portable hand grinder.

Risk: 11.0%AI: 5EstimatedTime: 5%

Position and secure moisture membrane and wire mesh in preparation for pouring base materials for terrazzo installation.

Risk: 45.0%AI: 30EstimatedTime: 4%

Fill slight grinding depressions with matching grout material and hand trowel for a smooth, uniform surface.

Risk: 11.0%AI: 5EstimatedTime: 4%

Sprinkle colored marble or stone chips, powdered steel, or coloring powder over surface to produce prescribed finish.

Risk: 47.0%AI: 35EstimatedTime: 3%

Clean installation site, mixing and storage areas, tools, machines, and equipment, and store materials and equipment.

Risk: 47.0%AI: 35EstimatedTime: 4%

Mix cement, sand, and water to produce concrete, grout, or slurry, using hoe, trowel, tamper, scraper, or concrete-mixing machine.

Risk: 47.0%AI: 35EstimatedTime: 4%

Wet surface to prepare for bonding, fill holes and cracks with grout or slurry, and smooth with a trowel.

Risk: 11.0%AI: 5EstimatedTime: 4%

Chip, scrape, or grind high spots, ridges, or rough projections to finish concrete, using pneumatic chisel, hand chisel, or other hand tools.

Risk: 11.0%AI: 5EstimatedTime: 4%

Move terrazzo installation materials, tools, machines, or work devices to work areas, manually or using wheelbarrow.

Risk: 49.0%AI: 40EstimatedTime: 5%

Mold expansion joints and edges, using edging tools, jointers, or straightedges.

Risk: 11.0%AI: 5EstimatedTime: 4%

Repair concrete by cutting out damaged areas, drilling holes for reinforcing rods, and positioning reinforcing rods, using power saw and drill.

Risk: 11.0%AI: 5EstimatedTime: 3%

Clean chipped area, using wire brush, and feel and observe surface to determine if it is rough or uneven.

Risk: 11.0%AI: 5EstimatedTime: 3%

Precast terrazzo blocks in wooden forms.

Risk: 54.3%AI: 53.33ObservedTime: 2%

Wet concrete surface and rub with stone to smooth surface and obtain specified finish.

Risk: 59.0%AI: 64.88ObservedTime: 2%

Build wooden molds, clamping molds around areas to be repaired, or setting up frames to the proper depth and alignment.

Risk: 11.0%AI: 5EstimatedTime: 3%

Spread roofing paper on surface of foundation and spread concrete onto roofing paper with trowel to form terrazzo base.

Risk: 45.0%AI: 30EstimatedTime: 2%

Produce rough concrete surface, using broom.

Risk: 47.0%AI: 35EstimatedTime: 2%

Remove frames when the foundation is dry.

Risk: 47.0%AI: 35EstimatedTime: 2%

Signal truck driver to position truck to facilitate pouring concrete and move chute to direct concrete on forms.

Risk: 19.0%AI: 10EstimatedTime: 2%

Protective Factors

Total protective discount: 25.7%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailCooperationSelf ControlInitiativeDependabilityAchievement/EffortPersistenceIntegrityLeadershipStress ToleranceAdaptability/FlexibilityAnalytical Thinking

Wage & Employment (2024)

Median Wage

$57,260

per year

Mean Wage

$62,330

per year

Employment

1K

workers

Wage Range

$39,360 - $104,510

10th - 90th pct

Wage Distribution

$39,360Median: $57,260$104,510
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Terrazzo Workers and Finishers 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.

  • 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.

  • 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.

  • Leadership

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

  • Adaptability/Flexibility

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

  • Coordination

    Coordination 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.

  • 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.

  • 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.

  • Systems Analysis

    Systems Analysis 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

+4.5

overall change

Checking for existing plan...