Takeover Tracker
29%medium risk
Agricultural Engineers
vs

74 shared · 19 different

core competencies

37%medium risk
Food Scientists and Technologists

Side-by-Side Comparison

MetricAgricultural EngineersFood Scientists and Technologists
Risk Score28.8%36.9%
Risk TierMedium RiskMedium Risk
Risk Percentile33th72th
Tasks at Risk (>50%)3 / 148 / 13
Median Salary$84,630$85,310
Employment2K14K

Skill Comparison

|

Sorted by largest difference

Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Engineering and Technology
Production and Processing
Chemistry
Mechanical
Computers and Electronics
Performing for or Working Directly with the Public
MathematicsAI-Vulnerable
Physics
MathematicsAI-Vulnerable
Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Agricultural Engineers

33%

total discount

Food Scientists and Technologists

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.

Food Scientists and Technologists

8 of 13 at risk
76%Check raw ingredients for maturity or stability for processing, and finished products for safety, quality, and nutritional value.
72%Inspect food processing areas to ensure compliance with government regulations and standards for sanitation, safety, quality, and waste management.
68%Test new products for flavor, texture, color, nutritional content, and adherence to government and industry standards.
54%Develop new or improved ways of preserving, processing, packaging, storing, and delivering foods, using knowledge of chemistry, microbiology, and other sciences.
53%Develop food standards and production specifications, safety and sanitary regulations, and waste management and water supply specifications.

Wage Comparison

Food Scientists and Technologists earns +$680(+1%) vs Agricultural Engineers
Agricultural EngineersFood Scientists and Technologists
10th
$43,020$49,580
25th
$49,930$65,240
Median
$84,630$85,310
75th
$103,940$111,700
90th
$132,700$141,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Agricultural Engineers2028–2035
Food Scientists and Technologists2028–2035
20242030203520402045

Agricultural Engineers has a longer runway before significant displacement, projected 0 years later than Food Scientists and Technologists.

Risk-Adjusted Salary

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

Agricultural Engineers

$60,240

from $84,630

Food Scientists and Technologists

$53,822

from $85,310

After adjusting for AI risk, Agricultural Engineers offers $6,418 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Agricultural

0

Unique to Food

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Social Intelligence
Creativity
Agricultural EngineersFood Scientists and Technologists
Find transitions from Agricultural EngineersFind transitions from Food Scientists and Technologists