Range Managers vs Environmental Scientists and Specialists, Including Health AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Range Managers

61 shared · 29 different

core competencies

medium risk

Environmental Scientists and Specialists, Including Health

Side-by-Side Comparison

Range Managers leads 3–2

Metric	Range Managers	Environmental Scientists and Specialists, Including Health
Risk Score	24.5%	31.9%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	18th	51th
Tasks at Risk (>50%)	5 / 15	4 / 15
Median Salary	$67,950	$80,060
Employment	26K	85K

Skill Comparison

Sorted by largest difference

Performing General Physical Activities

Resolving Conflicts and Negotiating with Others

Performing for or Working Directly with the Public

Operating Vehicles, Mechanized Devices, or Equipment

Developing and Building Teams

Coordinating the Work and Activities of Others

Performing Administrative Activities

Developing Objectives and Strategies

Monitoring and Controlling Resources

MathematicsAI-Vulnerable

Thinking Creatively

Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Range Managers

34%

total discount

Environmental Scientists and Specialists, Including Health

31%

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.

Environmental Scientists and Specialists, Including Health

4 of 15 at risk

87%Prepare charts or graphs from data samples, providing summary information on the environmental relevance of the data.

63%Process and review environmental permits, licenses, or related materials.

55%Develop the technical portions of legal documents, administrative orders, or consent decrees.

51%Monitor effects of pollution or land degradation and recommend means of prevention or control.

49%Analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects.

Wage Comparison

Environmental Scientists and Specialists, Including Health earns +$12,110(+18%) vs Range Managers

Range ManagersEnvironmental Scientists and Specialists, Including Health

10th

$45,260$50,130

25th

$53,190$62,090

Median

$67,950$80,060

75th

$87,980$103,730

90th

$107,720$134,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Range Managers2028–2035

Environmental Scientists and Specialists, Including Health2028–2035

20242030203520402045

Range Managers has a longer runway before significant displacement, projected 0 years later than Environmental Scientists and Specialists, Including Health.

Risk-Adjusted Salary

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

Range Managers

$51,289

from $67,950

Environmental Scientists and Specialists, Including Health

$54,521

from $80,060

After adjusting for AI risk, Environmental Scientists and Specialists, Including Health offers $3,232 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Range

Unique to Environmental

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Creativity

Regulatory Barriers

Range ManagersEnvironmental Scientists and Specialists, Including Health

Find transitions from Range Managers Find transitions from Environmental Scientists and Specialists, Including Health