# AI Resume Job Title Extractor with Gemini: n8n workflow

> Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Gemini.

Source: https://millionrounds.com/workflow/ai-resume-job-title-extractor-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)

# AI Resume Job Title Extractor with Gemini

Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Gemini. 5 steps: small enough to read in one sitting and change without fear.

Small Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fai-resume-job-title-extractor-with-gemini)

**5 steps** Small: readable in one sitting

**0** Branches: places the flow splits

**0** Loops or waits

**0** Services by connector: it calls them over plain HTTP

## The flow

Starts it 1 Model 1 Logic 1 Service 2

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

- 1 **Start** Execute Workflow trigger *Starts it*
- 2 **Read/Write Files from Disk** Read Write File *Service*
- 3 **Extract from File** Extract From File *Service*
- 4 **Message a model** Google Gemini *Model*
- 5 **Return** Set *Logic*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 5
- **Size:** Small: readable in one sitting
- **Connects to:** Nothing by connector; it calls services over plain HTTP
- **Model:** Gemini

## Questions

What does it need to run?

An n8n 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?

Not long. At 5 steps it can be read in one sitting and changed without fear.

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 5 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%2Fai-resume-job-title-extractor-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.

## Workflows like it

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

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- [**Automate job posting creation with Forms and Dropbox** 5 steps · Dropbox](https://millionrounds.com/workflow/automate-job-posting-creation-with-forms-and-dropbox)
- [**Create sales and growth hiring leads CSV from careers pages** 5 steps · Apify](https://millionrounds.com/workflow/create-sales-and-growth-hiring-leads-csv-from-careers-pages)
- [**Enrich LinkedIn profiles with Apollo** 5 steps](https://millionrounds.com/workflow/enrich-linkedin-profiles-with-apollo)
- [**Send candidate feedback survey emails with Google Forms** 5 steps · Email, Telegram](https://millionrounds.com/workflow/send-candidate-feedback-survey-emails-with-google-forms)