Takeover Tracker
29%medium risk
Agricultural Engineers
vs

79 shared · 17 different

core competencies

33%medium risk
Mining and Geological Engineers, Including Mining Safety Engineers

Side-by-Side Comparison

MetricAgricultural EngineersMining and Geological Engineers, Including Mining Safety Engineers
Risk Score28.8%33.0%
Risk TierMedium RiskMedium Risk
Risk Percentile33th57th
Tasks at Risk (>50%)3 / 145 / 15
Median Salary$84,630$101,020
Employment2K7K

Skill Comparison

|

Sorted by largest difference

Inspecting Equipment, Structures, or Material
Mechanical
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Physics
Design
Performing for or Working Directly with the Public
Building and Construction
Computers and Electronics
Chemistry
Thinking Creatively
Communicating with Persons Outside Organization
Clerical

Protective Factors

Higher values indicate stronger protection against AI displacement

Agricultural Engineers

33%

total discount

Mining and Geological Engineers, Including Mining Safety 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.

Mining and Geological Engineers, Including Mining Safety Engineers

5 of 15 at risk
86%Prepare technical reports for use by mining, engineering, and management personnel.
86%Monitor mine production rates to assess operational effectiveness.
85%Prepare schedules, reports, and estimates of the costs involved in developing and operating mines.
51%Examine maps, deposits, drilling locations, or mines to determine the location, size, accessibility, contents, value, and potential profitability of mineral, oil, and gas deposits.
51%Design, develop, and implement computer applications for use in mining operations such as mine design, modeling, or mapping or for monitoring mine conditions.

Wage Comparison

Mining and Geological Engineers, Including Mining Safety Engineers earns +$16,390(+19%) vs Agricultural Engineers
Agricultural EngineersMining and Geological Engineers, Including Mining Safety Engineers
10th
$43,020$62,500
25th
$49,930$81,040
Median
$84,630$101,020
75th
$103,940$129,860
90th
$132,700$163,740

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Agricultural Engineers2028–2035
Mining and Geological Engineers, Including Mining Safety Engineers2028–2035
20242030203520402045

Agricultural Engineers has a longer runway before significant displacement, projected 0 years later than Mining and Geological Engineers, Including Mining Safety Engineers.

Risk-Adjusted Salary

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

Agricultural Engineers

$60,240

from $84,630

Mining and Geological Engineers, Including Mining Safety Engineers

$67,663

from $101,020

After adjusting for AI risk, Mining and Geological Engineers, Including Mining Safety Engineers offers $7,424 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Agricultural

0

Unique to Mining

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Decision Complexity
Agricultural EngineersMining and Geological Engineers, Including Mining Safety Engineers
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