Takeover Tracker
29%medium risk
Agricultural Engineers
vs

72 shared · 24 different

core competencies

35%medium risk
Product Safety Engineers

Side-by-Side Comparison

MetricAgricultural EngineersProduct Safety Engineers
Risk Score28.8%35.0%
Risk TierMedium RiskMedium Risk
Risk Percentile33th66th
Tasks at Risk (>50%)3 / 144 / 9
Median Salary$84,630$109,660
Employment2K23K

Skill Comparison

|

Sorted by largest difference

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Physics
MathematicsAI-Vulnerable
MathematicsAI-Vulnerable
Design
Computers and Electronics
Evaluating Information to Determine Compliance with Standards
Biology
Building and Construction
Performing for or Working Directly with the Public
Quality Control Analysis
Complex Problem SolvingAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Agricultural Engineers

33%

total discount

Product Safety Engineers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Agricultural Engineers

3 of 14 at risk
72%Prepare reports, sketches, working drawings, specifications, proposals, and budgets for proposed sites or systems.
53%Design food processing plants and related mechanical systems.
51%Design agricultural machinery components and equipment, using computer-aided design (CAD) technology.
49%Provide advice on water quality and issues related to pollution management, river control, and ground and surface water resources.
47%Design sensing, measuring, and recording devices, and other instrumentation used to study plant or animal life.

Product Safety Engineers

4 of 9 at risk
85%Participate in preparation of product usage and precautionary label instructions.
84%Report accident investigation findings.
51%Conduct research to evaluate safety levels for products.
51%Evaluate potential health hazards or damage that could occur from product misuse.
49%Recommend procedures for detection, prevention, and elimination of physical, chemical, or other product hazards.

Wage Comparison

Product Safety Engineers earns +$25,030(+30%) vs Agricultural Engineers
Agricultural EngineersProduct Safety Engineers
10th
$43,020$62,050
25th
$49,930$85,400
Median
$84,630$109,660
75th
$103,940$136,150
90th
$132,700$166,670

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Agricultural Engineers2028–2035
Product Safety Engineers2028–2035
20242030203520402045

Agricultural Engineers has a longer runway before significant displacement, projected 0 years later than Product Safety Engineers.

Risk-Adjusted Salary

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

Agricultural Engineers

$60,240

from $84,630

Product Safety Engineers

$71,246

from $109,660

After adjusting for AI risk, Product Safety Engineers offers $11,006 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Agricultural

0

Unique to Product

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Fine Manipulation
Decision Complexity
Agricultural EngineersProduct Safety Engineers
Find transitions from Agricultural EngineersFind transitions from Product Safety Engineers