Aquacultural Managers vs General and Operations Managers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Aquacultural Managers

76 shared · 17 different

core competencies

medium risk

General and Operations Managers

Side-by-Side Comparison

General and Operations Managers leads 5–0

Metric	Aquacultural Managers	General and Operations Managers
Risk Score	30.1%	28.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	39th	29th
Tasks at Risk (>50%)	7 / 15	5 / 15
Median Salary	$87,980	$102,950
Employment	6K	3.6M

Skill Comparison

Sorted by largest difference

Handling and Moving Objects

Repairing and Maintaining Mechanical Equipment

Performing General Physical Activities

Operating Vehicles, Mechanized Devices, or Equipment

Judging the Qualities of Things, Services, or People

Administration and Management

Mechanical

Controlling Machines and Processes

Building and Construction

Sales and Marketing

Customer and Personal Service

Economics and Accounting

Protective Factors

Higher values indicate stronger protection against AI displacement

Aquacultural Managers

34%

total discount

General and Operations Managers

33%

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.

General and Operations Managers

5 of 15 at risk

86%Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations.

85%Prepare staff work schedules and assign specific duties.

71%Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.

53%Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.

51%Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.

Wage Comparison

General and Operations Managers earns +$14,970(+17%) vs Aquacultural Managers

Aquacultural ManagersGeneral and Operations Managers

10th

$51,700$47,420

25th

$67,970$67,160

Median

$87,980$102,950

75th

$115,200$164,130

90th

$156,530$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aquacultural Managers2028–2035

General and Operations Managers2028–2035

20242030203520402045

General and Operations 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%)

Aquacultural Managers

$61,507

from $87,980

General and Operations Managers

$74,155

from $102,950

After adjusting for AI risk, General and Operations Managers offers $12,648 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Aquacultural

Unique to General

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Creativity

Regulatory Barriers

Aquacultural ManagersGeneral and Operations Managers

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