Takeover Tracker
29%medium risk
Agricultural Engineers
vs

80 shared · 17 different

core competencies

29%medium risk
Environmental Engineers

Side-by-Side Comparison

MetricAgricultural EngineersEnvironmental Engineers
Risk Score28.8%29.1%
Risk TierMedium RiskMedium Risk
Risk Percentile33th34th
Tasks at Risk (>50%)3 / 142 / 15
Median Salary$84,630$104,170
Employment2K38K

Skill Comparison

|

Sorted by largest difference

Chemistry
Law and Government
Evaluating Information to Determine Compliance with Standards
Computers and Electronics
Interpreting the Meaning of Information for Others
Production and Processing
Operations Analysis
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Public Safety and Security
Customer and Personal Service
Judging the Qualities of Things, Services, or People
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Agricultural Engineers

33%

total discount

Environmental Engineers

34%

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.

Environmental Engineers

2 of 15 at risk
85%Obtain, update, or maintain plans, permits, or standard operating procedures.
51%Prepare, review, or update environmental investigation or recommendation reports.
49%Develop site-specific health and safety protocols, such as spill contingency plans or methods for loading or transporting waste.
47%Provide technical support for environmental remediation or litigation projects, including remediation system design or determination of regulatory applicability.
47%Develop proposed project objectives and targets and report to management on progress in attaining them.

Wage Comparison

Environmental Engineers earns +$19,540(+23%) vs Agricultural Engineers
Agricultural EngineersEnvironmental Engineers
10th
$43,020$64,950
25th
$49,930$80,510
Median
$84,630$104,170
75th
$103,940$130,830
90th
$132,700$161,910

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Agricultural Engineers2028–2035
Environmental Engineers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Agricultural Engineers

$60,240

from $84,630

Environmental Engineers

$73,888

from $104,170

After adjusting for AI risk, Environmental Engineers offers $13,648 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Agricultural

0

Unique to Environmental

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Decision Complexity
Agricultural EngineersEnvironmental Engineers
Find transitions from Agricultural EngineersFind transitions from Environmental Engineers