Takeover Tracker
25%low risk
Range Managers
vs

70 shared · 20 different

core competencies

32%medium risk
Soil and Water Conservationists

Side-by-Side Comparison

MetricRange ManagersSoil and Water Conservationists
Risk Score24.5%31.9%
Risk TierLow RiskMedium Risk
Risk Percentile18th50th
Tasks at Risk (>50%)5 / 154 / 15
Median Salary$67,950$67,950
Employment26K26K

Skill Comparison

|

Sorted by largest difference

Developing Objectives and Strategies
Handling and Moving Objects
Processing Information
Performing General Physical Activities
Developing and Building Teams
Performing for or Working Directly with the Public
Documenting/Recording Information
Scheduling Work and Activities
Operating Vehicles, Mechanized Devices, or Equipment
Monitor Processes, Materials, or Surroundings
Law and Government
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Range Managers

34%

total discount

Soil and Water Conservationists

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Range Managers

5 of 15 at risk
77%Regulate grazing (e.g., by issuing permits and checking for compliance with standards), and help ranchers plan and organize grazing systems in order to manage, improve and protect rangelands and maximize their use.
53%Study grazing patterns to determine number and kind of livestock that can be most profitably grazed and to determine the best grazing seasons.
51%Study rangeland management practices and research range problems to provide sustained production of forage, livestock, and wildlife.
51%Tailor conservation plans to landowners' goals, such as livestock support, wildlife, or recreation.
51%Study forage plants and their growth requirements to determine varieties best suited to particular range.

Soil and Water Conservationists

4 of 15 at risk
84%Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals.
57%Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations.
55%Develop soil maps.
51%Plan soil management or conservation practices, such as crop rotation, reforestation, permanent vegetation, contour plowing, or terracing, to maintain soil or conserve water.
49%Monitor projects during or after construction to ensure projects conform to design specifications.

Wage Comparison

Soil and Water Conservationists earns $0(0%) vs Range Managers
Range ManagersSoil and Water Conservationists
10th
$45,260$45,260
25th
$53,190$53,190
Median
$67,950$67,950
75th
$87,980$87,980
90th
$107,720$107,720

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Range Managers2028–2035
Soil and Water Conservationists2028–2035
20242030203520402045

Range Managers has a longer runway before significant displacement, projected 0 years later than Soil and Water Conservationists.

Risk-Adjusted Salary

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

Range Managers

$51,289

from $67,950

Soil and Water Conservationists

$46,288

from $67,950

After adjusting for AI risk, Range Managers offers $5,001 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Range

0

Unique to Soil

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Regulatory Barriers
Range ManagersSoil and Water Conservationists
Find transitions from Range ManagersFind transitions from Soil and Water Conservationists