Takeover Tracker
29%medium risk
Agricultural Engineers
vs

76 shared · 19 different

core competencies

30%medium risk
Architectural and Engineering Managers

Side-by-Side Comparison

MetricAgricultural EngineersArchitectural and Engineering Managers
Risk Score28.8%29.7%
Risk TierMedium RiskMedium Risk
Risk Percentile33th37th
Tasks at Risk (>50%)3 / 143 / 15
Median Salary$84,630$167,740
Employment2K210K

Skill Comparison

|

Sorted by largest difference

Biology
Inspecting Equipment, Structures, or Material
Resolving Conflicts and Negotiating with Others
Customer and Personal Service
Administration and Management
Physics
Science
Monitoring and Controlling Resources
Operations Analysis
CoordinationAI-Resistant
Monitor Processes, Materials, or Surroundings
Management of Financial Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Agricultural Engineers

33%

total discount

Architectural and Engineering Managers

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.

Architectural and Engineering Managers

3 of 15 at risk
84%Perform administrative functions, such as reviewing or writing reports, approving expenditures, enforcing rules, or purchasing of materials or services.
54%Assess project feasibility by analyzing technology, resource needs, or market demand.
52%Review, recommend, or approve contracts or cost estimates.
50%Prepare budgets, bids, or contracts.
49%Develop or implement policies, standards, or procedures for engineering and technical work.

Wage Comparison

Architectural and Engineering Managers earns +$83,110(+98%) vs Agricultural Engineers
Agricultural EngineersArchitectural and Engineering Managers
10th
$43,020$111,450
25th
$49,930$134,930
Median
$84,630$167,740
75th
$103,940$207,210
90th
$132,700$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Agricultural Engineers2028–2035
Architectural and Engineering Managers2028–2035
20242030203520402045

Agricultural Engineers has a longer runway before significant displacement, projected 0 years later than Architectural and Engineering Managers.

Risk-Adjusted Salary

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

Agricultural Engineers

$60,240

from $84,630

Architectural and Engineering Managers

$117,904

from $167,740

After adjusting for AI risk, Architectural and Engineering Managers offers $57,665 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Agricultural

0

Unique to Architectural

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Regulatory Barriers
Agricultural EngineersArchitectural and Engineering Managers
Find transitions from Agricultural EngineersFind transitions from Architectural and Engineering Managers