Takeover Tracker
30%medium risk
Aquacultural Managers
vs

72 shared · 31 different

core competencies

37%medium risk
Precision Agriculture Technicians

Side-by-Side Comparison

MetricAquacultural ManagersPrecision Agriculture Technicians
Risk Score30.1%36.6%
Risk TierMedium RiskMedium Risk
Risk Percentile39th71th
Tasks at Risk (>50%)7 / 1512 / 15
Median Salary$87,980$60,130
Employment6K71K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Production and Processing
Coordinating the Work and Activities of Others
Monitoring and Controlling Resources
Guiding, Directing, and Motivating Subordinates
Resolving Conflicts and Negotiating with Others
Management of Personnel Resources
Biology
Geography
Performing General Physical Activities
Repairing and Maintaining Mechanical Equipment
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Aquacultural Managers

34%

total discount

Precision Agriculture Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Aquacultural Managers

7 of 15 at risk
86%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.

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 -$27,850(-32%) vs Aquacultural Managers
Aquacultural ManagersPrecision Agriculture Technicians
10th
$51,700$37,310
25th
$67,970$46,270
Median
$87,980$60,130
75th
$115,200$77,990
90th
$156,530$101,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aquacultural Managers2028–2035
Precision Agriculture Technicians2028–2035
20242030203520402045

Aquacultural 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%)

Aquacultural Managers

$61,507

from $87,980

Precision Agriculture Technicians

$38,146

from $60,130

After adjusting for AI risk, Aquacultural Managers offers $23,360 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aquacultural

0

Unique to Precision

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Creativity
Regulatory Barriers
Aquacultural ManagersPrecision Agriculture Technicians
Find transitions from Aquacultural ManagersFind transitions from Precision Agriculture Technicians