Automation library · Data collection

Match CVs to remote jobs with Groq and Google Sheets

Started by someone submitting a form, and works across Gmail and Google Sheets. 19 steps, 2 branches: a working afternoon to understand properly.

Medium

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

The flow

Starts it 2Logic 7Service 10

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

  1. 1Upload CV FormForm triggerStarts it
  2. 2Schedule TriggerSchedule triggerStarts it
  3. 3Check File TypeIfLogic
  4. 4Fetch RemotiveHttp RequestService
  5. 5Extract PDF DataExtract From FileService
  6. 6Extract DOCXExtract From FileService
  7. 7Fetch ArbeitnowHttp RequestService
  8. 8Build ProfileCodeLogic
  9. 9Get ProfilesGoogle SheetsService
  10. 10Save ProfileGoogle SheetsService
  11. 11Get Sent LogGoogle SheetsService
  12. 12Build MatchesCodeLogic
  13. 13Groq MatchHttp RequestService
  14. 14Parse GroqCodeLogic
  15. 15Log SentGoogle SheetsService
  16. 16Check ScoreIfLogic
  17. 17Collect MatchesAggregateLogic
  18. 18Group ProfilesCodeLogic
  19. 19Send EmailGmailService

How it's built

Starts on
Someone submitting a form
Steps
19, with 2 branches
Size
Medium: a working afternoon
Connects to
Gmail, Google Sheets
Model
None. This is plumbing, not judgement

Questions

What does it need to run?

An n8n account, plus your own Gmail and Google Sheets accounts. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone submitting a form.

Does it use AI?

No. Every step is fixed logic or a call to a service, so it does the same thing every time.

How long does it take to set up?

Plan an afternoon. 19 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 19 steps before you point it at anything that matters.