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Agriculture

Stable

Agricultural robotics and AI are automating planting, harvesting, and monitoring, but physical variability and seasonal nature slow full automation.

4.2
Risk Score
820K
Jobs at Risk
680K
2030 Projection
1
Displacement Events

Risk Trajectory (2024–2030)

Key AI Capabilities

Autonomous tractor and harvesting equipment
Crop disease and yield prediction
Precision irrigation and fertilization
Drone-based field monitoring
Supply chain optimization

Notable Events

May 2024
MEDIUM
John Deere
Autonomous tractor fleet reduces labor needs for large-scale grain operations by 30%

Roles Within Agriculture — By Vulnerability

Farmworker
Timeline: 2027-2030 · Salary: $31,000
5.2

What to Do — Reskilling Paths

→Train in precision agriculture technology
→Develop farm management software skills
→Specialize in specialty crops requiring manual handling
→Learn agri-tech sales and support
→Focus on sustainable and regenerative agriculture practices