# Score and log relevant job listings with Gemini and JSearch: n8n workflow

> Started by an event in a connected app, and works across Notion. It hands the judgement calls to Gemini.

Source: https://millionrounds.com/workflow/score-and-log-relevant-job-listings-with-gemini-and-jsearch (Millionrounds; every figure on the page links to its filing or article)

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

# Score and log relevant job listings with Gemini and JSearch

Started by an event in a connected app, and works across Notion. It hands the judgement calls to Gemini. 15 steps, 2 loops or waits: a working afternoon to understand properly.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscore-and-log-relevant-job-listings-with-gemini-and-jsearch)

**15 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**2** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 2 Logic 6 Service 6

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

- 1 **Start Job Trigger** Manual trigger *Starts it*
- 2 **Fetch Notion Database Info** Notion *Service*
- 3 **Retrieve Existing Job Listings** Notion *Service*
- 4 **Read Candidate Resume** Read Write File *Service*
- 5 **Extract Text from PDF** Extract From File *Service*
- 6 **Extract Current Job Title** Google Gemini *Model*
- 7 **Search for Jobs via RapidAPI** Http Request *Service*
- 8 **Filter Recent Job Postings** Filter *Logic*
- 9 **Parse Search Results** Split Out *Logic*
- 10 **Process Each Job Listing** Split In Batches *Logic*
- 11 **Exclude Duplicate Applications** Filter *Logic*
- 12 **Rate Limit API Requests** Wait *Logic*
- 13 **Evaluate Job Relevance** Google Gemini *Model*
- 14 **Format Data for Notion** Code *Logic*
- 15 **Add Record to Notion Database** Notion *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 15, 2 loops or waits
- **Size:** Medium: a working afternoon
- **Connects to:** Notion
- **Model:** Gemini

## Questions

What does it need to run?

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

What starts it?

It starts on an event in a connected app.

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. 15 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 15 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%2Fscore-and-log-relevant-job-listings-with-gemini-and-jsearch)
- **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.

[Notion](https://millionrounds.com/workflows?service=Notion#library)

## Workflows like it

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

- [**Analyze brand mentions on Reddit with Notion** 15 steps · calls a model · Notion, Reddit](https://millionrounds.com/workflow/analyze-brand-mentions-on-reddit-with-notion)
- [**Automate job applications with Gemini and Notion** 15 steps · calls a model · Google Drive, Notion](https://millionrounds.com/workflow/automate-job-applications-with-gemini-and-notion)
- [**Brand DNA generator with JotForm and Google Search** 15 steps · calls a model · Notion](https://millionrounds.com/workflow/brand-dna-generator-with-jotform-and-google-search)
- [**Generate workflow audit docs from JSON with Claude and Notion** 15 steps · calls a model · Notion](https://millionrounds.com/workflow/generate-workflow-audit-docs-from-json-with-claude-and-notio)
- [**Search and score relevant jobs with Gemini and JSearch** 15 steps · calls a model · Notion](https://millionrounds.com/workflow/search-and-score-relevant-jobs-with-gemini-and-jsearch)
- [**Helper to Todoist sync with Notion and Redis** 15 steps · Notion, Redis](https://millionrounds.com/workflow/helper-to-todoist-sync-with-notion-and-redis)