Unexpected jobs

Farmer and agronomist

Changing

AI helps with the work that happens outside the field: records, paperwork for USDA programs and grants, calculations, finding buyers. Large operations already run machines with computer vision, but decisions about planting and treatment stay with the farmer or agronomist.

  • 6 lessons
  • 5 tools
  • 4 resources
  • Checked: October 2026

Where this job sits on the map

In the same group: 78 of 100 professions.

What changes

  1. Logs, reports and program applications get filled out faster, including from voice notes

  2. Major equipment makers sell sprayers that spot weeds with cameras and treat only those

  3. Your farm's data becomes more valuable: yields, treatments and weather for each field

AI drafts, the person decides

How the work splits here: AI prepares a draft, the person checks it and makes the call.

AI makes the draft

What AI does

  • Keeps your field log from voice notes
  • Helps fill out a USDA program or grant application against the program's requirements
  • Works out the cost of production for a crop and compares options
  • Writes emails to buyers and product descriptions
  • Explains soil test results in plain language; the agronomist makes the decision
You check itRead it, check the facts, fix it. Without this check the draft goes nowhere.
You decide and stay responsible

What stays with the person

  • Decisions on planting, fertilizer and crop protection, and responsibility for them
  • Working with the land, the equipment and the animals
  • Chemicals and rates only by the product label and official guidance, not a chatbot's advice
  • Relationships with buyers and neighboring farms

What to learn first

6 lessons from the course, in order. Start with the first one.

  1. Your first 30 minutes with AI: where to startStarting from zeroYour first 30 minutes with AI: sign up, ask three questions, try seven everyday tasks, learn what never to share and which plan to pick.Start here
  2. How to write a good promptUserHow to give AI a task: the five parts of a good prompt, Plan Mode, and how to refine an answer instead of starting over.
  3. AI ethics and safety: hallucinations, attacks, biasUserHallucinations, prompt injection, bias, privacy and copyright: how not to trust AI blindly.
  4. Voice tools: Aqua Voice, /voice mode, WhisperConfident userVoice instead of keyboard: Claude Code's built-in /voice, dictation apps, Whisper and two-way voice.
  5. Unit economics made simple: what a customer is worthUserHow to work out what you earn from one client and what it costs to bring that client in.
  6. AI copywriting: a prompt pipeline that sounds like youUserAI copywriting with a five-step pipeline and a brand voice file: LinkedIn and Instagram posts, YouTube scripts, landing pages and batches.

Which tools to use

  • OpenAI's mainstream AI assistant: chat, voice, images, the Work agent and Codex.

    Freemium
  • An AI assistant for long documents, analysis and code, with Claude Code and Cowork on paid plans.

    Freemium
  • Voice dictation in any app: your speech becomes polished text.

    Freemium
  • Gemini in Google Sheets: tables, formulas and data analysis from a description.

    Paid
  • AI search with sources: answers with links, Deep Research and the Comet browser.

    Freemium

Ready-to-use materials

  • A one-month sheet: income, expenses, the balance after every transaction and totals. Pastes into Google Sheets.

    Free
  • How much is left from one sale after direct costs, fees and the cost of winning the customer.

    Free
  • Any topic or term in plain words: the gist, an analogy from your field, an example and common misconceptions.

    Free
  • Assess the risk, spot the signs of a made-up answer and run a 5-minute check before you act on what AI says.

    Free

How to earn with AI

We don't promise income: results depend on your niche, your market and your work.

  • Job

    Fewer evenings over paperwork and a sharper cost-of-production and pricing estimate

  • Service

    Helping neighboring farms with program applications and record-keeping

  • Product

    A field-work log and cost-of-production template for your own crop

Similar professions

Checked: October 2026