Can AI Replace Precision Agriculture Technicians in 2026?

Moderate exposure. AI could handle about 74% of today's precision agriculture technicians tasks by 2036, and there is a 54% chance the number of jobs falls by a fifth or more. AI is likely to take over many tasks outright.

See how not to be replaced

Timeline

Year2030

Tasks AI can do

38%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

18% 2030 · 54% 2036

One person could cover, 2036

2.6 roles

Share of today's tasks AI can perform

Headcount index, 2025 = 100 (dashed line)

Your survival map

Not every part of your job is at the same risk. Tap a number to see what to do about each task.

Your human coreDo it with AIHand to AI

Tap a number on the map or a task below.

Lower-risk jobs that use similar skills

Soil and Plant Scientists41% risk by 2036 Agricultural Engineers25% risk by 2036 Agricultural Technicians15% risk by 2036

Your plan

Ticks are saved in this browser only.

Try an AI tool on one task you'd normally do by hand: "Document and maintain records of precision agriculture information".Learn one AI tool well enough to show it in an interview, for: "Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data".Get visibly better at your human core: "Demonstrate the applications of geospatial technology, such as Global Positioning System (GPS), geographic information systems (GIS), automatic tractor guidance…".Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Soil and Plant Scientists.

Lower-risk jobs with similar tasks

Soil and Plant Scientists — 41% chance of contraction by 2036
Agricultural Engineers — 25% chance of contraction by 2036
Agricultural Technicians — 15% chance of contraction by 2036

Similar occupations

Geographic Information Systems Technologists and Technicians · Remote Sensing Scientists and Technologists · Remote Sensing Technicians · Conservation Scientists

Based on 22 O*NET tasks for "Precision Agriculture Technicians" (SOC 19-4012.01). LLM alone: 9% of tasks; with AI tools: 91%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10