Weekly job discovery and CV matching with Gemini 1.5 Pro and Decodo Scraper

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Header 1Smart Weekly Job Discovery Powered by Decodo This workflow automates the entire search process: every week, it uses Decodo’s reliable scraping engine to scan the web for fresh opportunities...

Best for

HR automation workflows
AI Summarization automation workflows
advanced n8n builders looking for reusable templates

Tools used

@n8n/n8n-nodes-langchain.lmchatgooglegemini, n8n-nodes-base.scheduletrigger, n8n-nodes-base.set, @decodo/n8n-nodes-decodo.decodo, n8n-nodes-base.code, n8n-nodes-base.splitinbatches, @n8n/n8n-nodes-langchain.chainsummarization, @n8n/n8n-nodes-langchain.agent

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Abdullah Alshiekh.

Original n8n.io source

1.1 Workflow description

Title: Weekly job discovery and CV matching with Gemini 1.5 Pro and Decodo Scraper
Workflow name: Weekly job discovery and CV matching with Gemini 1.5 Pro and Decodo Scraper

Header 1Smart Weekly Job Discovery Powered by Decodo

This workflow automates the entire search process: every week, it uses Decodo’s reliable scraping engine to scan the web for fresh opportunities in your region and industry — no manual searching, no endless scrolling.

Decodo handles the heavy lifting behind the scenes: it gathers search results, opens each job link, and extracts clean, readable text from pages that are normally full of scripts and formatting noise. The workflow always receives structured, usable information ready for AI analysis.

Intelligent Matching — Not Just Scraping

Once the jobs are collected, the system analyzes the candidate’s CV and compares it to each posting. It evaluates:

Skill alignment
Experience relevance
Domain match
Seniority level

Then it generates a Match Percentage for each role, filtering out weak options and keeping only meaningful opportunities.

A Weekly Report That Feels Human

Every week, the workflow sends a polished report straight to your inbox:

A quick overview of the candidate’s strengths
Best-fit roles sorted by match score
Clear reasons why each job fits
Posted dates and direct links
Insights on skills and market trends

It reads like a personalized career briefing — generated automatically.

How to Configure It

Decodo Setup

Add your Decodo API credentials to n8n. The Google Search + Scraper nodes rely on Decodo’s Web Scraping API. Make sure your plan supports scraping LinkedIn/Indeed pages.

AI Setup

Add your Google Gemini API key. The workflow uses two Gemini models: one for summarizing, one for job-matching. You can switch to OpenAI or Claude if you prefer.

CV Input

Add your CV text into the workflow (or connect Google Drive/Sheets for auto-loading). The Job Matcher Agent will use this text to compute match percentages.

Email Setup

Add your Gmail credentials and choose where the final report should be sent.

Flexible and Easy to Customize

Change the search region.
Target different industries.
Store all job data in Notion or Google Sheets.

With Decodo’s scraping pipeline at the core, the whole process stays consistent, fast, and dependable.

If you need any help Get in Touch

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Google Gemini Chat Model (Agent)

Type / Role: @n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices: Version 1

Block 2 - Google Gemini Chat Model (Summarizer)

Type / Role: @n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices: Version 1

Block 3 - Schedule Trigger1

Type / Role: n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices: Version 1.2

Block 4 - Set Search Config1

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 5 - Google Search Jobs1

Type / Role: @decodo/n8n-nodes-decodo.decodo - decodo
Config choices: Version 1

Block 6 - Parse Search Results1

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 7 - Loop Job URLs1

Type / Role: n8n-nodes-base.splitInBatches - splitInBatches
Config choices: Version 3

Block 8 - Scrape Page HTML1

Type / Role: @decodo/n8n-nodes-decodo.decodo - decodo
Config choices: Version 1

Block 9 - Clean HTML Text1

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 10 - AI Summarizer1

Type / Role: @n8n/n8n-nodes-langchain.chainSummarization - chainSummarization
Config choices: Version 2.1

Block 11 - Aggregate Summaries1

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 12 - Job Matcher Agent1

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 3

Block 13 - Send Email Report1

Type / Role: n8n-nodes-base.gmail - gmail
Config choices: Version 2.1

Block 14 - Sticky Note10

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 15 - Sticky Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 16 - Sticky Note1

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 17 - Sticky Note15

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

3. Summary Table

Workflow	Weekly job discovery and CV matching with Gemini 1.5 Pro and Decodo Scraper
Complexity	advanced
Nodes	17
Categories	HR, AI Summarization
Author	Abdullah Alshiekh
Published	22 Nov 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/11125/11125.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source HR workflows AI Summarization workflows

Frequently asked questions

What does Weekly job discovery and CV matching with Gemini 1.5 Pro and Decodo Scraper do?

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your HR, AI Summarization use case.

Abdullah Alshiekh

18 workflows

Nodes

@n8n/n8n-nodes-langchain.lmchatgooglegemini n8n-nodes-base.scheduletrigger n8n-nodes-base.set @decodo/n8n-nodes-decodo.decodo n8n-nodes-base.code n8n-nodes-base.splitinbatches @n8n/n8n-nodes-langchain.chainsummarization @n8n/n8n-nodes-langchain.agent

Complexity

advanced

Published 22 Nov 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/11125/11125.json

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Weekly job discovery and CV matching with Gemini 1.5 Pro and Decodo Scraper

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

Header 1Smart Weekly Job Discovery Powered by Decodo

Intelligent Matching — Not Just Scraping

A Weekly Report That Feels Human

How to Configure It

Decodo Setup

AI Setup

CV Input

Email Setup

Flexible and Easy to Customize

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Google Gemini Chat Model (Agent)

Block 2 - Google Gemini Chat Model (Summarizer)

Block 3 - Schedule Trigger1

Block 4 - Set Search Config1

Block 5 - Google Search Jobs1

Block 6 - Parse Search Results1

Block 7 - Loop Job URLs1

Block 8 - Scrape Page HTML1

Block 9 - Clean HTML Text1

Block 10 - AI Summarizer1

Block 11 - Aggregate Summaries1

Block 12 - Job Matcher Agent1

Block 13 - Send Email Report1

Block 14 - Sticky Note10

Block 15 - Sticky Note

Block 16 - Sticky Note1

Block 17 - Sticky Note15

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions