Automation library · Hiring

Match resumes to jobs with Gemini and Decodo Scraping

Started by another system calling it, and works across Gmail. It hands the judgement calls to Gemini. 12 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Gemini

12 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 5Logic 3Service 3

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

  1. 1Gemini Model: Profile ExtractionLm Chat Google GeminiModel
  2. 2Decodo Tool: Scrape Job BoardsDecodo ToolService
  3. 3Gemini Model: Match & Score JobsLm Chat Google GeminiModel
  4. 4Webhook: Receive Intake Form (POST)WebhookStarts it
  5. 5LLM: Extract LinkedIn DetailsInformation ExtractorModel
  6. 6Gemini Model: Job MatchingAgentModel
  7. 7Set: Capture Form FieldsSetLogic
  8. 8Merge: Assemble Candidate ProfileMergeLogic
  9. 9Gmail: Send Resume Summary and Top Matches JobGmailService
  10. 10Switch: Has LinkedIn URL?SwitchLogic
  11. 11Decodo: Scrape LinkedIn ProfileDecodoService
  12. 12Gemini: Parse ResumeGoogle GeminiModel

How it's built

Starts on
Another system calling it
Steps
12, with 1 branch
Size
Medium: a working afternoon
Connects to
Gmail
Model
Gemini

Questions

What does it need to run?

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

What starts it?

It starts on another system calling it.

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. 12 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 12 steps before you point it at anything that matters.