First-Line Supervisors of Aquacultural Workers vs Farm and Ranch Managers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

First-Line Supervisors of Aquacultural Workers

81 shared · 25 different

core competencies

medium risk

Farm and Ranch Managers

Side-by-Side Comparison

First-Line Supervisors of Aquacultural Workers leads 4–1

Metric	First-Line Supervisors of Aquacultural Workers	Farm and Ranch Managers
Risk Score	25.4%	31.4%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	21th	47th
Tasks at Risk (>50%)	5 / 15	8 / 15
Median Salary	$59,330	$87,980
Employment	30K	6K

Skill Comparison

Sorted by largest difference

Economics and Accounting

Food Production

Performing for or Working Directly with the Public

Guiding, Directing, and Motivating Subordinates

Biology

Staffing Organizational Units

MathematicsAI-Vulnerable

Resolving Conflicts and Negotiating with Others

Interacting With Computers

Production and Processing

Management of Personnel Resources

Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Aquacultural Workers

34%

total discount

Farm and Ranch Managers

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.

Farm and Ranch Managers

8 of 15 at risk

86%Maintain financial, operational, production, or employment records for farms or ranches.

80%Monitor activities such as irrigation, chemical application, harvesting, milking, breeding, or grading to ensure adherence to safety regulations or standards.

59%Buy or sell futures contracts or price farm products in advance of future sales to minimize risk or maximize profits.

59%Analyze soil to determine types or quantities of fertilizer required for maximum crop production.

57%Inspect orchards or fields to determine crop maturity or condition or to detect disease or insect infestation.

Wage Comparison

Farm and Ranch Managers earns +$28,650(+48%) vs First-Line Supervisors of Aquacultural Workers

First-Line Supervisors of Aquacultural WorkersFarm and Ranch Managers

10th

$39,610$51,700

25th

$47,660$67,970

Median

$59,330$87,980

75th

$76,640$115,200

90th

$90,840$156,530

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Aquacultural Workers2028–2035

Farm and Ranch Managers2028–2035

20242030203520402045

First-Line Supervisors of Aquacultural Workers has a longer runway before significant displacement, projected 0 years later than Farm and Ranch Managers.

Risk-Adjusted Salary

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

First-Line Supervisors of Aquacultural Workers

$44,272

from $59,330

Farm and Ranch Managers

$60,381

from $87,980

After adjusting for AI risk, Farm and Ranch Managers offers $16,109 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to First-Line

Unique to Farm

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Regulatory Barriers

Creativity

First-Line Supervisors of Aquacultural WorkersFarm and Ranch Managers

Find transitions from First-Line Supervisors of Aquacultural Workers Find transitions from Farm and Ranch Managers