Managers and proprietors in agriculture and horticulture
Managers and proprietors in this unit group plan, organise and co-ordinate the activities and resources of farming and mixed farming establishments cultivating arable crops, fruits, trees and shrubs, and/or raising cattle, sheep, pigs and poultry. Managers and proprietors in horticulture oversee the production of plants for wholesale and/or retail.
Task Bundle Breakdown
How AI interacts with this occupation's task bundle
Task-by-Task Breakdown
Every task scored individually — sorted highest to lowest AI exposure
produces and maintains records of production, finance and breeding
Farm management software with AI integration (e.g. Agrivi, Farmplan) can automatically log, reconcile and generate production, financial and breeding records, significantly reducing manual data entry.
determines financial, staffing and other short and long-term needs
AI tools like Microsoft Copilot can analyse historical data, market trends and weather forecasts to model financial scenarios and staffing projections, but final decisions require local knowledge and business judgement.
plans intensity and sequence of farm or horticultural operations and orders seed, fertiliser, equipment and other supplies
Precision agriculture AI tools (e.g. John Deere Operations Center, Trimble Ag Software) can optimise planting schedules, rotation plans and supply ordering based on field data, though the manager must validate and approve plans.
decides or advises on the types of crops and/or produce to be grown or livestock raised
AI platforms like IBM Environmental Intelligence Suite can analyse soil data, climate forecasts and commodity prices to recommend crop or livestock choices, but local expertise and risk appetite remain decisive.
markets and arranges for the sale of crops, livestock and other farm or horticultural produce
AI-powered market analytics tools and platforms like Mintec or even ChatGPT can identify pricing trends, buyer opportunities and optimal selling windows, but relationship-building and negotiation remain human-led.
ROI Calculator
Managers and proprietors in agriculture and horticulture
This is not a pay rise — it's 864 hours of productive capacity that AI could return to you, valued at your current rate.
The portion of your current salary tied to tasks AI can automate or augment. Not a prediction of job loss — a signal of where your role is changing fastest.
How is this calculated?▾
Task weights — each task is weighted by its O*NET frequency rating. Where frequency data is absent, equal weighting is applied.
AI time reduction — tasks scored as "AI Automates" assume 80% time saving; "AI Assists" assumes 40%; "Human-Led" assumes 5%.
Salary equivalent — annual hours saved × (salary ÷ 1,800 working hours/year).
Value at risk — salary × share of role time in AI-automate or AI-assist tasks.
Figures are indicative estimates for planning purposes, not guarantees of productivity gain or job loss risk.