Range Managers vs Precision Agriculture Technicians AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Range Managers

62 shared · 33 different

core competencies

medium risk

Precision Agriculture Technicians

Side-by-Side Comparison

Range Managers leads 5–0

Metric	Range Managers	Precision Agriculture Technicians
Risk Score	24.5%	36.6%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	18th	71th
Tasks at Risk (>50%)	5 / 15	12 / 15
Median Salary	$67,950	$60,130
Employment	26K	71K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Resolving Conflicts and Negotiating with Others

Evaluating Information to Determine Compliance with Standards

Developing Objectives and Strategies

Establishing and Maintaining Interpersonal Relationships

Law and Government

Performing General Physical Activities

Developing and Building Teams

Monitor Processes, Materials, or Surroundings

Communicating with Persons Outside Organization

Handling and Moving Objects

Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Range Managers

34%

total discount

Precision Agriculture Technicians

30%

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.

Precision Agriculture Technicians

12 of 15 at risk

87%Prepare reports in graphical or tabular form, summarizing field productivity or profitability.

86%Draw or read maps, such as soil, contour, or plat maps.

78%Collect information about soil or field attributes, yield data, or field boundaries, using field data recorders and basic geographic information systems (GIS).

67%Document and maintain records of precision agriculture information.

64%Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.

Wage Comparison

Precision Agriculture Technicians earns -$7,820(-12%) vs Range Managers

Range ManagersPrecision Agriculture Technicians

10th

$45,260$37,310

25th

$53,190$46,270

Median

$67,950$60,130

75th

$87,980$77,990

90th

$107,720$101,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Range Managers2028–2035

Precision Agriculture Technicians2028–2035

20242030203520402045

Range Managers has a longer runway before significant displacement, projected 0 years later than Precision Agriculture Technicians.

Risk-Adjusted Salary

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

Range Managers

$51,289

from $67,950

Precision Agriculture Technicians

$38,146

from $60,130

After adjusting for AI risk, Range Managers offers $13,142 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Range

Unique to Precision

Combined Protection Strategy

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

Social Intelligence

Regulatory Barriers

Creativity

Decision Complexity

Range ManagersPrecision Agriculture Technicians

Find transitions from Range Managers Find transitions from Precision Agriculture Technicians