Automation library · AI assistants

Automated LinkedIn job hunter: get your best daily job matches

Started by a clock, and works across Gmail and Google Drive. It hands the judgement calls to Gemini. 14 steps: a working afternoon to understand properly.

MediumCalls a model: Gemini

14 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 5Logic 4Service 4

The steps in the order they run, from what starts it.

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2Structured Output ParserOutput Parser StructuredModel
  3. 3Google Gemini Chat ModelLm Chat Google GeminiModel
  4. 4Google Gemini Chat Model1Lm Chat Google GeminiModel
  5. 5InputSetLogic
  6. 6Auto-fixing Output ParserOutput Parser AutofixingModel
  7. 7AI Agent: Find Best-matched jobsAgentModel
  8. 8DownloadResumeGoogle DriveService
  9. 9Email the top job recommendationsGmailService
  10. 10Extract Information from Resume PDFExtract From FileService
  11. 11SetResumeFieldSetLogic
  12. 12ScrapeLinkedinHttp RequestService
  13. 13Aggregate all returned itemsAggregateLogic
  14. 14Combine all job information into a single text stringSetLogic

How it's built

Starts on
A clock
Steps
14
Size
Medium: a working afternoon
Connects to
Gmail, Google Drive
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Gmail and Google Drive accounts, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 14 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 14 steps before you point it at anything that matters.