AI JOB RISK SCANNER
O*NET-SOC 47-4091.00 / model V11 rated-task engine

Will AI replace
Segmental Pavers?

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

Estimated AI task exposure
5%

Low exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

12 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

16/100

Physical moat

70/100

Human moat

19/100

Rating coverage

100%

12 task statements / 12 rated

Highest-weighted occupation tasks

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.
Importance 84/100Relevance 98/100Frequency 55/100Weight 0.82
Compact bedding sand and pavers to finish the paved area, using a plate compactor.
Importance 74/100Relevance 100/100Frequency 60/100Weight 0.81
Set pavers, aligning and spacing them correctly.
Importance 80/100Relevance 92/100Frequency 60/100Weight 0.80
Supply and place base materials, edge restraints, bedding sand and jointing sand.
Importance 84/100Relevance 88/100Frequency 59/100Weight 0.79
Design paver installation layout pattern and create markings for directional references of joints and stringlines.
Importance 74/100Relevance 91/100Frequency 53/100Weight 0.75
Sweep sand from the surface prior to opening to traffic.
Importance 72/100Relevance 88/100Frequency 57/100Weight 0.74
Sweep sand into the joints and compact pavement until the joints are full.
Importance 78/100Relevance 84/100Frequency 50/100Weight 0.73
Cut paving stones to size and for edges, using a splitter and a masonry saw.
Importance 76/100Relevance 78/100Frequency 60/100Weight 0.73
Discuss the design with the client.
Importance 82/100Relevance 69/100Frequency 47/100Weight 0.68
Resurface an outside area with cobblestones, terracotta tiles, concrete or other materials.
Importance 56/100Relevance 88/100Frequency 39/100Weight 0.64

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

Not published

BLS OEWS May 2025

National employment

Not published

BLS OEWS May 2025

Projected growth

Not published

BLS Employment Projections 2025–2035

Average annual openings

Not published

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Cooks, Restaurant

5%

similar low-exposure profile • 98% profile similarity

Median wage: $37,390 Growth 2025–2035: +12.1% Annual openings: 219

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Stonemasons

5%

similar low-exposure profile • 98% profile similarity

Median wage: $57,390 Growth 2025–2035: -5.4% Annual openings: 0

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Structural Iron and Steel Workers

5%

similar low-exposure profile • 97% profile similarity

Median wage: $62,780 Growth 2025–2035: +3.1% Annual openings: 6

more physical-world work
SAFER ALTERNATIVE

Highway Maintenance Workers

5%

similar low-exposure profile • 96% profile similarity

Median wage: $50,260 Growth 2025–2035: +3.4% Annual openings: 12

more physical-world work
SAFER ALTERNATIVE

Motorboat Operators

5%

similar low-exposure profile • 98% profile similarity

Median wage: $47,520 Growth 2025–2035: +4.9% Annual openings: 0

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Drywall and Ceiling Tile Installers

5%

similar low-exposure profile • 97% profile similarity

Median wage: $58,930 Growth 2025–2035: +2.5% Annual openings: 7

more physical-world work

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • physical-world execution
    • on-site troubleshooting
    • dexterity and equipment interaction

    LEARN

    • AI-assisted diagnostics
    • digital documentation
    • basic AI literacy

    AI-PROOFING RESOURCES

    What this score does not mean

    The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

    New in V11

    Find a Safer Career Path

    High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

    EXPLORE CAREER ALTERNATIVES
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