# Automated LinkedIn job hunter: get your best daily job matches: n8n workflow

> 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.

Source: https://millionrounds.com/workflow/automated-linkedin-job-hunter-get-your-best-daily-job-matche (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [AI assistants](https://millionrounds.com/workflows?category=AI+assistants#library)

# 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.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fautomated-linkedin-job-hunter-get-your-best-daily-job-matche)

**14 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Model 5 Logic 4 Service 4

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

- 1 **Schedule Trigger** Schedule trigger *Starts it*
- 2 **Structured Output Parser** Output Parser Structured *Model*
- 3 **Google Gemini Chat Model** Lm Chat Google Gemini *Model*
- 4 **Google Gemini Chat Model1** Lm Chat Google Gemini *Model*
- 5 **Input** Set *Logic*
- 6 **Auto-fixing Output Parser** Output Parser Autofixing *Model*
- 7 **AI Agent: Find Best-matched jobs** Agent *Model*
- 8 **DownloadResume** Google Drive *Service*
- 9 **Email the top job recommendations** Gmail *Service*
- 10 **Extract Information from Resume PDF** Extract From File *Service*
- 11 **SetResumeField** Set *Logic*
- 12 **ScrapeLinkedin** Http Request *Service*
- 13 **Aggregate all returned items** Aggregate *Logic*
- 14 **Combine all job information into a single text string** Set *Logic*

## 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.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fautomated-linkedin-job-hunter-get-your-best-daily-job-matche)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Gmail](https://millionrounds.com/workflows?service=Gmail#library)[Google Drive](https://millionrounds.com/workflows?service=Google+Drive#library)

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Also ai assistants, with the same services where possible, closest in size first.

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- [**Automate client onboarding with Google Forms and OpenAI** 14 steps · calls a model · ClickUp, Gmail](https://millionrounds.com/workflow/automate-client-onboarding-with-google-forms-and-openai)
- [**Categorize and label existing Gmail emails with OpenAI** 14 steps · calls a model · Gmail](https://millionrounds.com/workflow/categorize-and-label-existing-gmail-emails-with-openai)