# Screen job applications from Google Forms with Gemini: n8n workflow

> Started by a change in a Google Sheet, and works across Email and Google Sheets. It hands the judgement calls to Gemini.

Source: https://millionrounds.com/workflow/screen-job-applications-from-google-forms-with-gemini (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)

# Screen job applications from Google Forms with Gemini

Started by a change in a Google Sheet, and works across Email and Google Sheets. It hands the judgement calls to Gemini. 14 steps, 1 branch, 1 loop or waits: a working afternoon to understand properly.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscreen-job-applications-from-google-forms-with-gemini)

**14 steps** Medium: a working afternoon

**1** Branch: places the flow splits

**1** Loop or waits

**2** Services it connects to

## The flow

Starts it 1 Model 2 Logic 6 Service 5

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

- 1 **Google Sheets Trigger** Google Sheets trigger *Starts it*
- 2 **Google Gemini Chat Model** Lm Chat Google Gemini *Model*
- 3 **Read All Rows** Google Sheets *Service*
- 4 **AI Resume Scorer** Agent *Model*
- 5 **Filter Unprocessed Rows** Code *Logic*
- 6 **Parse AI Output** Code *Logic*
- 7 **Extract Fields & Load JD** Code *Logic*
- 8 **Build Sheet Request** Code *Logic*
- 9 **Update Sheet Row** Http Request *Service*
- 10 **Check Score ≥ 7** If *Logic*
- 11 **Alert HR Team** Email Send *Service*
- 12 **Wait 5s** Wait *Logic*
- 13 **Notify Rejected Candidate** Email Send *Service*
- 14 **Notify Shortlisted Candidate** Email Send *Service*

## How it's built

- **Starts on:** A change in a Google Sheet
- **Steps:** 14, with 1 branch, 1 loop or waits
- **Size:** Medium: a working afternoon
- **Connects to:** Email, Google Sheets
- **Model:** Gemini

## Questions

What does it need to run?

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

What starts it?

It starts on a change in a Google Sheet.

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%2Fscreen-job-applications-from-google-forms-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.

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

## Workflows like it

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

- [**& analyze n8n workflows from GitHub with OpenAI** 14 steps · calls a model · Google Sheets, Notion](https://millionrounds.com/workflow/and-analyze-n8n-workflows-from-github-with-openai)
- [**AI agent with Google Sheets** 14 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/ai-agent-with-google-sheets)
- [**Anonymize & reformat CVs with Gemini and Google Sheets** 14 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/anonymize-and-reformat-cvs-with-gemini-and-google-sheets)
- [**Automate GPT-4o fine-tuning with Google Sheets and Airtable** 14 steps · calls a model · Airtable, Google Sheets](https://millionrounds.com/workflow/automate-gpt-4o-fine-tuning-with-google-sheets-and-airtable)
- [**Automate Instagram carousel creation with OpenAI** 14 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/automate-instagram-carousel-creation-with-openai)
- [**Automate Twitter and LinkdIn with Gemini and Google Sheets** 14 steps · calls a model · Google Sheets, LinkedIn](https://millionrounds.com/workflow/automate-twitter-and-linkdin-with-gemini-and-google-sheets)