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New jobs of the AI era

AI automation specialist

New role

Builds workflows and agents that sort incoming requests on their own, move data between services, and prepare reports and draft emails. In Microsoft's 2025 Work Trend Index survey, AI agent specialists were on the list of roles that leaders are considering hiring for.

  • 6 lessons
  • 6 tools
  • 3 resources
  • Checked: October 2026

Where this job sits on the map

In the same group: 14 of 100 professions.

What changes

  1. "An email arrives, create a task" chains now include steps where a model reads, sorts and writes text.

  2. Agents get access to email, spreadsheets and the CRM, so setting up permissions and checks has become part of the job.

  3. More and more, a workflow is built from a plain-language description, but someone still has to check it, fix it and keep it running.

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

  • Builds a first draft of a workflow from a description of the task
  • Sorts incoming emails and requests
  • Pulls data out of documents and moves it into spreadsheets
  • Writes draft replies and reports
  • Suggests why an automation step broke
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

  • Walking through the process with the people who actually do the work
  • Deciding where a person checks the result before it goes out
  • Access permissions and protection of client data
  • Maintenance: when a service changes, the workflow has to be fixed

What to learn first

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

  1. 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.Start here
  2. Agentic workflows vs. traditional automationConfident userHow agentic workflows differ from Zapier and n8n: where they win, and where classic automation is simpler.
  3. Zapier AI: thousands of apps and smart Zaps with AIConfident userZapier with AI steps: zaps, Agents, Tables, a comparison with Make and n8n and how to estimate task costs.
  4. Debugging and Self-RepairConfident userWhat to do when a workflow breaks: describe the symptom to the agent and let it find and fix the cause.
  5. n8n + AI: smart workflows with LLM nodes and agentsBuildern8n with AI nodes: self-hosting, the AI Agent, lead and content workflows, and license terms when you sell to clients.
  6. Managing an army of agents: logs, oversight, ClickUp and CRMBuilderAgent logs: JSONL, STATUS.md, Supabase, ClickUp and Notion through MCP, a CRM and an audit trail in git.

Which tools to use

  • No-code automation across 9,000+ apps, with Copilot, Agents and MCP.

    Freemium

  • Visual no-code automation: 3,000+ apps, AI agents and the Maia assistant.

    Freemium

  • An open-source (fair-code) automation builder that you can host yourself.

    Freemium

  • Open-source (MIT) automation with agents, MCP, a free plan and self-hosting.

    Freemium

  • Builds AI agents and workflows from a plain-language description and connects to Slack, Gmail and CRMs.

    Freemium

  • A Claude agent for office tasks: it works with your files and apps and can run on a schedule.

    Paid

Ready-to-use materials

How to earn with AI

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

  • Job

    Automate routine work in your own department: reports, sorting incoming requests, moving data. That's how you become the person colleagues bring automation questions to.

  • Service

    Automating one process for a small business start to finish, plus monthly support after launch. Build one working example for a business you know before you pitch anyone.

  • Product

    A ready-made workflow template for one niche, for example sorting incoming requests for plumbing and HVAC companies, with setup instructions.

Similar professions

Checked: October 2026