Takeover Tracker
29%medium risk
Agricultural Engineers
vs

75 shared · 18 different

core competencies

35%medium risk
Chemical Engineers

Side-by-Side Comparison

MetricAgricultural EngineersChemical Engineers
Risk Score28.8%35.4%
Risk TierMedium RiskMedium Risk
Risk Percentile33th67th
Tasks at Risk (>50%)3 / 148 / 14
Median Salary$84,630$121,860
Employment2K20K

Skill Comparison

|

Sorted by largest difference

Chemistry
Science
Production and Processing
Biology
Communicating with Persons Outside Organization
Building and Construction
Operations Analysis
Troubleshooting
Customer and Personal Service
Documenting/Recording Information
Interpreting the Meaning of Information for Others
Monitoring and Controlling Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Agricultural Engineers

33%

total discount

Chemical Engineers

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.

Chemical Engineers

8 of 14 at risk
85%Prepare estimate of production costs and production progress reports for management.
83%Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.
56%Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.
55%Monitor and analyze data from processes and experiments.
55%Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.

Wage Comparison

Chemical Engineers earns +$37,230(+44%) vs Agricultural Engineers
Agricultural EngineersChemical Engineers
10th
$43,020$78,520
25th
$49,930$96,040
Median
$84,630$121,860
75th
$103,940$152,290
90th
$132,700$182,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Agricultural Engineers2028–2035
Chemical Engineers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Agricultural Engineers

$60,240

from $84,630

Chemical Engineers

$78,673

from $121,860

After adjusting for AI risk, Chemical Engineers offers $18,433 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Agricultural

0

Unique to Chemical

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Decision Complexity
Agricultural EngineersChemical Engineers
Find transitions from Agricultural EngineersFind transitions from Chemical Engineers