Forest and Conservation Workers vs First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Forest and Conservation Workers

70 shared · 30 different

core competencies

medium risk

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

Side-by-Side Comparison

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers leads 5–0

Metric	Forest and Conservation Workers	First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers
Risk Score	26.2%	25.1%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	22th	20th
Tasks at Risk (>50%)	5 / 15	3 / 15
Median Salary	$43,680	$56,170
Employment	6K	124K

Skill Comparison

Sorted by largest difference

Performing General Physical Activities

Guiding, Directing, and Motivating Subordinates

Handling and Moving Objects

Analyzing Data or Information

Documenting/Recording Information

Management of Personnel Resources

Repairing and Maintaining Mechanical Equipment

Law and Government

Establishing and Maintaining Interpersonal Relationships

Performing for or Working Directly with the Public

Clerical

Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest and Conservation Workers

32%

total discount

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Forest and Conservation Workers

5 of 15 at risk

86%Create field maps using geographic information systems technology.

86%Maintain tallies of trees examined and counted during tree marking or measuring efforts.

57%Sort tree seedlings, discarding substandard seedlings, according to standard charts or verbal instructions.

53%Spray or inject vegetation with insecticides to kill insects or to protect against disease or with herbicides to reduce competing vegetation.

51%Sow or harvest cover crops, such as alfalfa.

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

3 of 15 at risk

87%Perform administrative duties, such as authorizing leaves or processing time sheets.

86%Schedule work for crews, depending on work priorities, crew or equipment availability, or weather conditions.

82%Inventory supplies of tools, equipment, or materials to ensure that sufficient supplies are available and items are in usable condition.

47%Direct or perform mixing or application of fertilizers, insecticides, herbicides, or fungicides.

39%Inspect completed work to ensure conformance to specifications, standards, and contract requirements.

Wage Comparison

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers earns +$12,490(+29%) vs Forest and Conservation Workers

Forest and Conservation WorkersFirst-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

10th

$33,050$39,270

25th

$36,400$46,350

Median

$43,680$56,170

75th

$45,200$70,320

90th

$54,190$83,080

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest and Conservation Workers2028–2035

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers2028–2035

20242030203520402045

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers has a longer runway before significant displacement, projected 0 years later than Forest and Conservation Workers.

Risk-Adjusted Salary

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

Forest and Conservation Workers

$32,253

from $43,680

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

$42,049

from $56,170

After adjusting for AI risk, First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers offers $9,796 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Forest

Unique to First-Line

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Social Intelligence

Creativity

Forest and Conservation WorkersFirst-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

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