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Changing later
Farmer
Autonomous machinery and crop AI change the work more than they remove the farmer.
Replacement risk
42%
Mostly gone by
2038
Runway left
12 yrs
Will change, but won't disappear
The ten-question breakdown
Each factor is scored 0–100. Higher means easier to automate.
Scoring the ten factors for this job…
What you can do now
- Adopt precision agriculture early
- Diversify into direct-to-consumer sales
- Specialise in regenerative and high-value crops
Where to move next
- Agronomist
- Agri-tech operator
- Food producer