Automation library · Chat assistants

Score LinkedIn job matches with OpenAI and Google Sheets

Started by a clock, and works across Google Sheets, Slack and n8n data table. It hands the judgement calls to OpenAI. 20 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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20 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
3Services it connects to

The flow

Starts it 2Model 1Logic 10Service 7

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

  1. 1Manual TriggerManual triggerStarts it
  2. 2Daily ScheduleSchedule triggerStarts it
  3. 3Ensure Delivery LedgerData TableService
  4. 41. Set Your Job SearchSetLogic
  5. 5Build Actor InputCodeLogic
  6. 62. Find Recent LinkedIn JobsHttp RequestService
  7. 7Get LinkedIn Job ResultsHttp RequestService
  8. 8Normalize and Cap JobsCodeLogic
  9. 9Keep Undelivered JobsData TableService
  10. 10Build Job BatchCodeLogic
  11. 113. Score Jobs Against Your ProfileOpen AiModel
  12. 12Validate Job BatchCodeLogic
  13. 13Has Qualified JobsIfLogic
  14. 14Build Delivery PayloadCodeLogic
  15. 15Expand Jobs for SheetsCodeLogic
  16. 164. Save Matches to Google SheetsGoogle SheetsService
  17. 17Continue After SheetsCodeLogic
  18. 185. Send Top Matches to SlackSlackService
  19. 19Prepare Delivery LedgerCodeLogic
  20. 20Commit Delivered JobsData TableService

How it's built

Starts on
A clock
Steps
20, with 1 branch
Size
Medium: a working afternoon
Connects to
Google Sheets, Slack, n8n data table
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Google Sheets and Slack accounts, and a key for OpenAI. 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 OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 20 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 20 steps before you point it at anything that matters.