Range Managers vs Zoologists and Wildlife Biologists AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Range Managers

66 shared · 19 different

core competencies

medium risk

Zoologists and Wildlife Biologists

Side-by-Side Comparison

Range Managers leads 3–1

Metric	Range Managers	Zoologists and Wildlife Biologists
Risk Score	24.5%	28.5%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	18th	31th
Tasks at Risk (>50%)	5 / 15	5 / 15
Median Salary	$67,950	$72,860
Employment	26K	17K

Skill Comparison

Sorted by largest difference

Performing General Physical Activities

Resolving Conflicts and Negotiating with Others

Handling and Moving Objects

Biology

Performing for or Working Directly with the Public

Establishing and Maintaining Interpersonal Relationships

Customer and Personal Service

Evaluating Information to Determine Compliance with Standards

Selling or Influencing Others

Developing and Building Teams

Operating Vehicles, Mechanized Devices, or Equipment

Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Range Managers

34%

total discount

Zoologists and Wildlife Biologists

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.

Zoologists and Wildlife Biologists

5 of 15 at risk

77%Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified.

59%Conduct literature reviews.

59%Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.

55%Inventory or estimate plant and wildlife populations.

53%Study characteristics of animals, such as origin, interrelationships, classification, life histories and diseases, development, genetics, and distribution.

Wage Comparison

Zoologists and Wildlife Biologists earns +$4,910(+7%) vs Range Managers

Range ManagersZoologists and Wildlife Biologists

10th

$45,260$48,240

25th

$53,190$58,360

Median

$67,950$72,860

75th

$87,980$90,590

90th

$107,720$113,350

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Range Managers2028–2035

Zoologists and Wildlife Biologists2028–2035

20242030203520402045

Range Managers has a longer runway before significant displacement, projected 0 years later than Zoologists and Wildlife Biologists.

Risk-Adjusted Salary

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

Range Managers

$51,289

from $67,950

Zoologists and Wildlife Biologists

$52,095

from $72,860

After adjusting for AI risk, Zoologists and Wildlife Biologists offers $806 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Range

Unique to Zoologists

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Decision Complexity

Regulatory Barriers

Range ManagersZoologists and Wildlife Biologists

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