Takeover Tracker
29%medium risk
Agricultural Engineers
vs

69 shared · 20 different

core competencies

36%medium risk
Industrial Engineers

Side-by-Side Comparison

MetricAgricultural EngineersIndustrial Engineers
Risk Score28.8%35.9%
Risk TierMedium RiskMedium Risk
Risk Percentile33th68th
Tasks at Risk (>50%)3 / 149 / 15
Median Salary$84,630$101,140
Employment2K350K

Skill Comparison

|

Sorted by largest difference

Physics
Building and Construction
Production and Processing
Inspecting Equipment, Structures, or Material
Communicating with Persons Outside Organization
Processing Information
Controlling Machines and Processes
Chemistry
Engineering and Technology
Analyzing Data or Information
Operations Analysis
Design

Protective Factors

Higher values indicate stronger protection against AI displacement

Agricultural Engineers

33%

total discount

Industrial Engineers

31%

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.

Industrial Engineers

9 of 15 at risk
87%Complete production reports, purchase orders, and material, tool, and equipment lists.
85%Regulate and alter workflow schedules according to established manufacturing sequences and lead times to expedite production operations.
85%Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.
55%Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.
53%Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.

Wage Comparison

Industrial Engineers earns +$16,510(+20%) vs Agricultural Engineers
Agricultural EngineersIndustrial Engineers
10th
$43,020$70,000
25th
$49,930$81,910
Median
$84,630$101,140
75th
$103,940$127,480
90th
$132,700$157,140

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Agricultural Engineers2028–2035
Industrial Engineers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Agricultural Engineers

$60,240

from $84,630

Industrial Engineers

$64,841

from $101,140

After adjusting for AI risk, Industrial Engineers offers $4,601 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Agricultural

0

Unique to Industrial

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Creativity
Fine Manipulation
Agricultural EngineersIndustrial Engineers
Find transitions from Agricultural EngineersFind transitions from Industrial Engineers