Floor Sanders and Finishers vs Landscaping and Groundskeeping Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Floor Sanders and Finishers

32 shared · 10 different

core competencies

medium risk

Landscaping and Groundskeeping Workers

Side-by-Side Comparison

Floor Sanders and Finishers leads 5–0

Metric	Floor Sanders and Finishers	Landscaping and Groundskeeping Workers
Risk Score	28.1%	33.4%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	30th	59th
Tasks at Risk (>50%)	3 / 7	7 / 15
Median Salary	$49,150	$38,090
Employment	4K	943K

Skill Comparison

Sorted by largest difference

Selling or Influencing Others

Building and Construction

Processing Information

Identifying Objects, Actions, and Events

Mechanical

Customer and Personal Service

Controlling Machines and Processes

Repairing and Maintaining Mechanical Equipment

Static Strength

Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Floor Sanders and Finishers

24%

total discount

Landscaping and Groundskeeping Workers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Floor Sanders and Finishers

3 of 7 at risk

59%Buff and vacuum floors to ensure their cleanliness prior to the application of finish.

53%Guide sanding machines over surfaces of floors until surfaces are smooth.

51%Inspect floors for smoothness.

47%Attach sandpaper to rollers of sanding machines.

15%Apply filler compound and coats of finish to floors to seal wood.

Landscaping and Groundskeeping Workers

7 of 15 at risk

86%Use irrigation methods to adjust the amount of water consumption and to prevent waste.

84%Follow planned landscaping designs to determine where to lay sod, sow grass, or plant flowers or foliage.

59%Operate vehicles or powered equipment, such as mowers, tractors, twin-axle vehicles, snow blowers, chain-saws, electric clippers, sod cutters, or pruning saws.

55%Mix and spray or spread fertilizers, herbicides, or insecticides onto grass, shrubs, or trees, using hand or automatic sprayers or spreaders.

53%Shovel snow from walks, driveways, or parking lots and spread salt in those areas.

Wage Comparison

Landscaping and Groundskeeping Workers earns -$11,060(-23%) vs Floor Sanders and Finishers

Floor Sanders and FinishersLandscaping and Groundskeeping Workers

10th

$35,790$29,990

25th

$41,320$35,250

Median

$49,150$38,090

75th

$58,230$45,870

90th

$66,510$53,900

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Floor Sanders and Finishers2028–2035

Landscaping and Groundskeeping Workers2028–2035

20242030203520402045

Floor Sanders and Finishers has a longer runway before significant displacement, projected 0 years later than Landscaping and Groundskeeping Workers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Floor Sanders and Finishers

$35,324

from $49,150

Landscaping and Groundskeeping Workers

$25,357

from $38,090

After adjusting for AI risk, Floor Sanders and Finishers offers $9,968 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Floor

Unique to Landscaping

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation

Regulatory Barriers

Social Intelligence

Creativity

Floor Sanders and FinishersLandscaping and Groundskeeping Workers

Find transitions from Floor Sanders and Finishers Find transitions from Landscaping and Groundskeeping Workers