Takeover Tracker
25%medium risk
First-Line Supervisors of Aquacultural Workers
vs

81 shared · 26 different

core competencies

32%medium risk
Soil and Water Conservationists

Side-by-Side Comparison

MetricFirst-Line Supervisors of Aquacultural WorkersSoil and Water Conservationists
Risk Score25.4%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile21th50th
Tasks at Risk (>50%)5 / 154 / 15
Median Salary$59,330$67,950
Employment30K26K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Mechanical
Monitoring and Controlling Resources
Biology
Controlling Machines and Processes
Customer and Personal Service
Management of Personnel Resources
Provide Consultation and Advice to Others
Operating Vehicles, Mechanized Devices, or Equipment
Science
Manual DexterityAI-Resistant
Personnel and Human Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Aquacultural Workers

34%

total discount

Soil and Water Conservationists

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Aquacultural Workers

5 of 15 at risk
88%Maintain workers' time records.
86%Record the numbers and types of fish or shellfish reared, harvested, released, sold, and shipped.
86%Requisition supplies.
53%Plan work schedules according to personnel and equipment availability, tidal levels, feeding schedules, or transfer and harvest needs.
51%Observe fish and beds or ponds to detect diseases, monitor fish growth, determine quality of fish, or determine completeness of harvesting.

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 +$8,620(+15%) vs First-Line Supervisors of Aquacultural Workers
First-Line Supervisors of Aquacultural WorkersSoil and Water Conservationists
10th
$39,610$45,260
25th
$47,660$53,190
Median
$59,330$67,950
75th
$76,640$87,980
90th
$90,840$107,720

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Aquacultural Workers2028–2035
Soil and Water Conservationists2028–2035
20242030203520402045

First-Line Supervisors of Aquacultural Workers 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%)

First-Line Supervisors of Aquacultural Workers

$44,272

from $59,330

Soil and Water Conservationists

$46,288

from $67,950

After adjusting for AI risk, Soil and Water Conservationists offers $2,015 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to First-Line

0

Unique to Soil

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Social Intelligence
First-Line Supervisors of Aquacultural WorkersSoil and Water Conservationists
Find transitions from First-Line Supervisors of Aquacultural WorkersFind transitions from Soil and Water Conservationists