Side-by-Side Comparison
Range Managers leads 4–1| Metric | Range Managers | Aquacultural Managers |
|---|---|---|
| Risk Score | 24.5% | 30.1% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 18th | 39th |
| Tasks at Risk (>50%) | 5 / 15 | 7 / 15 |
| Median Salary | $67,950 | $87,980 |
| Employment | 26K | 6K |
Skill Comparison
|
Sorted by largest difference
Geography
Performing for or Working Directly with the Public
Production and Processing
Processing Information
Evaluating Information to Determine Compliance with Standards
Monitor Processes, Materials, or Surroundings
Documenting/Recording Information
Establishing and Maintaining Interpersonal Relationships
Getting Information
Repairing and Maintaining Mechanical Equipment
Developing Objectives and Strategies
Law and Government
Protective Factors
Higher values indicate stronger protection against AI displacement
Range Managers
34%
total discount
Aquacultural Managers
34%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Range Managers
5 of 15 at risk77%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.
Aquacultural Managers
7 of 15 at risk86%Collect and record growth, production, and environmental data.
85%Account for and disburse funds.
67%Prepare reports required by state and federal laws.
55%Monitor environments to ensure maintenance of optimum conditions for aquatic life.
53%Conduct and supervise stock examinations to identify diseases or parasites.
Wage Comparison
Aquacultural Managers earns +$20,030(+29%) vs Range Managers
Range ManagersAquacultural Managers
10th
$45,260$51,700
25th
$53,190$67,970
Median
$67,950$87,980
75th
$87,980$115,200
90th
$107,720$156,530
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Range Managers2028–2035
Aquacultural Managers2028–2035
20242030203520402045
Range Managers has a longer runway before significant displacement, projected 0 years later than Aquacultural Managers.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Range Managers
$51,289
from $67,950
Aquacultural Managers
$61,507
from $87,980
After adjusting for AI risk, Aquacultural Managers offers $10,218 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Range
0
Unique to Aquacultural
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Decision Complexity
Regulatory Barriers
Social Intelligence
Range ManagersAquacultural Managers