Farmers
Management0%
AI Risk
100% AI risk — High risk level
High Risk
100% • High exposure
Based on task-level analysis (O*NET)
AI Impact Assessment
This job has a high likelihood of being significantly impacted by AI automation in the coming years.
Farmers with an AI automation risk score of 100%. Analysis includes 0 core tasks.
Why This Score?
- High exposure to routine, predictable tasks
Safer Career Paths
Agricultural Engineers
Medium Risk
47% AI Risk
Higher ambiguity and stakeholder alignment.
Agricultural Technicians
Low Risk
24% AI Risk
Human-centered work and decision ownership.
Soil and Plant Scientists
Low Risk
21% AI Risk
Human-centered work and decision ownership.
Key Tasks
and Other Agricultural Managers
Risk: 0%
and Other Agricultural Managers
Risk: 0%
and Other Agricultural Managers
Risk: 0%
and Other Agricultural Managers
Risk: 0%
and Other Agricultural Managers
Risk: 0%
and Other Agricultural Managers
Risk: 0%
and Other Agricultural Managers
Risk: 0%
and Other Agricultural Managers
Risk: 0%
Upskilling Courses
Data Sources
Analysis based on O*NET data
Method: rule+context+activity+calibration