Simon Janssen
Simon Janssen· CTO at HappyNurse · UK AI Exposure Map 2026
Agriculture & Skilled Trades

Farmers and AI

Moderate exposureAI score 3.5/10 · Agriculture & Skilled Trades
3.5out of 10
JPE Score
Median salary
£28K
Forecast 2030
+0%
Employment
146K
ONS growth (5yr)
-2%
Trend
stable
Sector
Agriculture & Skilled Trades

Exposure scores

JPE (Practical Exposure)3.5/10 — Moderate exposure
ONS growth projection (5yr)-2%

AI exposure explained

What does an AI score of 3.5/10 mean?

Interpretation

Moderate exposure — Parts of this work can be assisted by AI. The role will evolve but not disappear.

Farmers has low AI exposure, meaning most tasks require physical presence, interpersonal skills, or tacit knowledge that AI cannot automate in the near term.


Forecast 2030

What changes for Farmers?

Modeled employment change by 2030
+0%
Disruption risk: Medium

This model combines ONS Labour Force Survey projections (interpolated to 2030) with an AI disruption factor calibrated for the UK labour market (flexible employment, moderate union density, NHS workforce dynamics). A range of +0% means employment for Farmers is modeled to grow by 2030. This is a scenario, not a prediction.


Sector context

Agriculture & Skilled Trades and AI

Farmers belongs to the Agriculture & Skilled Trades sector. This sector has an education level index of 2/4, indicating moderate formal education requirements. Occupations in Agriculture & Skilled Trades with high AI exposure tend to remain relatively stable as the work relies primarily on physical, interpersonal, or contextual skills.


AI tools

Which AI tools are already making an impact?

ChatGPTJohn Deere AI

Career outlook

Low exposure — Leverage AI to enhance your strengths

Direct AI impact is limited, but the world around you is changing. Use AI where it supports your work and keep investing in what makes this occupation uniquely human.


Personal development

Personal development plan

Based on your sector (Agriculture & Skilled Trades) and AI exposure level, here are three concrete steps to future-proof your career.

Implement precision farming with AI

Targeted input reduces costs by 15-20% while boosting yield

John Deere Operations Center, Climate FieldView
Use AI crop monitoring and scouting

Satellite and drone imagery detects issues days before visual inspection

Climate FieldView, Sentera
Adopt AI yield prediction

Better harvest forecasts improve planning and market timing

John Deere Operations Center, Granular

Related occupations

Similar occupations on the map

Gardeners and Landscape Gardeners
AI 2/10·+3% 2030
Agriculture & Skilled Trades
Production Managers in Manufacturing
AI 5/10·-5% 2030
Management
Health Services Managers
AI 5/10·-3% 2030
Management

International

This occupation in other countries

🇫🇷Agriculteurs
AI 3.5/10Farmers

About this analysis

AI scores are LLM-estimated using the same methodology as the Dutch AI Exposure Map, making scores directly comparable across countries. The JPE methodology score is shown as an academic reference. Employment and salary data from ONS ASHE 2024. A high AI score does not automatically mean job loss — Software Developers score 9/10 but ONS data shows continued strong demand. The 2030 forecast interpolates ONS employment projections to a 2030 horizon and adjusts with AI disruption pressure. These are modeled scenarios, not predictions. All data CC BY 4.0.

Full methodology, sources and download →


Explore more

View all UK occupations on the map →Take the full career scan →

Share this analysis