# Weekly job discovery and CV matching with Gemini: n8n workflow

> Started by a clock, and works across Gmail. It hands the judgement calls to Gemini. 13 steps, 1 loop or waits: a working afternoon to understand properly.

Source: https://millionrounds.com/workflow/weekly-job-discovery-and-cv-matching-with-gemini (Millionrounds; every figure on the page links to its filing or article)

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

# Weekly job discovery and CV matching with Gemini

Started by a clock, and works across Gmail. It hands the judgement calls to Gemini. 13 steps, 1 loop or waits: a working afternoon to understand properly.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fweekly-job-discovery-and-cv-matching-with-gemini)

**13 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**1** Loop or waits

**1** Service it connects to

## The flow

Starts it 1 Model 4 Logic 5 Service 3

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

- 1 **Google Gemini Chat Model (Agent)** Lm Chat Google Gemini *Model*
- 2 **Google Gemini Chat Model (Summarizer)** Lm Chat Google Gemini *Model*
- 3 **Schedule Trigger1** Schedule trigger *Starts it*
- 4 **Job Matcher Agent1** Agent *Model*
- 5 **AI Summarizer1** Chain Summarization *Model*
- 6 **Set Search Config1** Set *Logic*
- 7 **Send Email Report1** Gmail *Service*
- 8 **Aggregate Summaries1** Code *Logic*
- 9 **Google Search Jobs1** Decodo *Service*
- 10 **Parse Search Results1** Code *Logic*
- 11 **Loop Job URLs1** Split In Batches *Logic*
- 12 **Scrape Page HTML1** Decodo *Service*
- 13 **Clean HTML Text1** Code *Logic*

## How it's built

- **Starts on:** A clock
- **Steps:** 13, 1 loop or waits
- **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 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. 13 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 13 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%2Fweekly-job-discovery-and-cv-matching-with-gemini)
- **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)

## Workflows like it

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

- [**AI-powered candidate screening and evaluation workflow** 13 steps · calls a model · Airtable, Gmail](https://millionrounds.com/workflow/ai-powered-candidate-screening-and-evaluation-workflow)
- [**Collect LinkedIn details and generate CV feedback with Gemini** 13 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/collect-linkedin-details-and-generate-cv-feedback-with-gemin)
- [**Review resumes against job descriptions with Gemini and Gmail** 13 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/review-resumes-against-job-descriptions-with-gemini-and-gmai)
- [**Screen job applicants and send Gmail responses with Tally** 13 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/screen-job-applicants-and-send-gmail-responses-with-tally)
- [**Screen job applicants with Gemini** 13 steps · calls a model · Gmail, Notion](https://millionrounds.com/workflow/screen-job-applicants-with-gemini)
- [**Screen resumes with OpenAI** 13 steps · calls a model · Gmail, Slack](https://millionrounds.com/workflow/screen-resumes-with-openai)