First-Line Supervisors of Aquacultural Workers vs Precision Agriculture Technicians AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

First-Line Supervisors of Aquacultural Workers

79 shared · 27 different

core competencies

medium risk

Precision Agriculture Technicians

Side-by-Side Comparison

First-Line Supervisors of Aquacultural Workers leads 4–1

Metric	First-Line Supervisors of Aquacultural Workers	Precision Agriculture Technicians
Risk Score	25.4%	36.6%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	21th	71th
Tasks at Risk (>50%)	5 / 15	12 / 15
Median Salary	$59,330	$60,130
Employment	30K	71K

Skill Comparison

Sorted by largest difference

Handling and Moving Objects

Monitoring and Controlling Resources

Management of Personnel Resources

Biology

Performing for or Working Directly with the Public

Provide Consultation and Advice to Others

Performing General Physical Activities

Computers and Electronics

Personnel and Human Resources

Production and Processing

Developing Objectives and Strategies

Chemistry

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Aquacultural Workers

34%

total discount

Precision Agriculture Technicians

30%

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.

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 +$800(+1%) vs First-Line Supervisors of Aquacultural Workers

First-Line Supervisors of Aquacultural WorkersPrecision Agriculture Technicians

10th

$39,610$37,310

25th

$47,660$46,270

Median

$59,330$60,130

75th

$76,640$77,990

90th

$90,840$101,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Aquacultural Workers2028–2035

Precision Agriculture Technicians2028–2035

20242030203520402045

First-Line Supervisors of Aquacultural Workers 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%)

First-Line Supervisors of Aquacultural Workers

$44,272

from $59,330

Precision Agriculture Technicians

$38,146

from $60,130

After adjusting for AI risk, First-Line Supervisors of Aquacultural Workers offers $6,126 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to First-Line

Unique to Precision

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 WorkersPrecision Agriculture Technicians

Find transitions from First-Line Supervisors of Aquacultural Workers Find transitions from Precision Agriculture Technicians