Correspondance automatique entre CV et offres d'emploi avec Gemini AI et le crawler Decodo

Avancé

Ceci est unHR, AI Summarizationworkflow d'automatisation du domainecontenant 20 nœuds.Utilise principalement des nœuds comme Set, Gmail, Merge, Switch, Webhook. Faire correspondre automatiquement les CV aux offres d'emploi avec Gemini AI et le crawler Decodo

Prérequis
  • Compte Google et informations d'identification Gmail API
  • Point de terminaison HTTP Webhook (généré automatiquement par n8n)
  • Clé API Google Gemini
Aperçu du workflow
Visualisation des connexions entre les nœuds, avec support du zoom et du déplacement
Exporter le workflow
Copiez la configuration JSON suivante dans n8n pour importer et utiliser ce workflow
{
  "meta": {
    "instanceId": "689fa22e68cd4198e4ae37f3cc44f498087edd235a867e22515be823bab694c7"
  },
  "nodes": [
    {
      "id": "22f926f5-4580-42f2-8546-ba24afed4714",
      "name": "Note adhésive",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2032,
        -48
      ],
      "parameters": {
        "width": 576,
        "height": 848,
        "content": "## Match Resumes to Jobs Automatically with Gemini AI and Decodo Scraping\n\nSign up for Decodo [HERE](https://visit.decodo.com/discount) for Discount\n\nThis automation intelligently connects candidate profiles to job opportunities. It takes an intake form with a short summary, resume link, and optional LinkedIn profile, then enriches the data using Decodo and Gemini. The workflow analyzes skills, experience, and role relevance, ranks top matches, and emails a polished HTML report directly to your inbox—saving hours of manual review and matching effort.\n\n## Who’s it for?\n\nThis template is designed for recruiters, hiring managers, and talent operations teams who handle large candidate volumes and want faster, more accurate shortlisting. It’s also helpful for job seekers or career coaches who wish to identify high-fit openings automatically using structured AI analysis.\n\n## How it works\n\n1. Receive an intake form containing a candidate’s resume, summary, and LinkedIn URL.\n2. Parse and summarize the resume with Gemini for core skills and experience.\n3. Enrich the data using Decodo scraping to gather extra profile details.\n4. Merge insights and rank job matches from Decodo’s job data.\n5. Generate an HTML shortlist and email it automatically through Gmail.\n\n## How to set up\n\n1. Connect credentials for Gmail, Google Gemini, and Decodo.\n2. Update the Webhook path and test your form connection.\n3. Customize variables such as location or role preferences.\n4. Enable **Send as HTML** in the Gmail node for clean reports.\n5. Publish as **self-hosted** if community nodes are included.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "28b37b94-1b3b-445a-94e9-0c5c5cb1164c",
      "name": "Set: Capturer les champs du formulaire",
      "type": "n8n-nodes-base.set",
      "position": [
        -1008,
        400
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "62bbfb3c-6407-4889-9673-5ef912ab0afb",
              "name": "short_summary",
              "type": "string",
              "value": "={{ $json.body.data.fields[1].value }}"
            },
            {
              "id": "069dd205-fd11-445e-8693-422963e1b9c0",
              "name": "resume_url_link",
              "type": "string",
              "value": "={{ $json.body.data.fields[2].value[0].url }}"
            },
            {
              "id": "784f8da9-1eea-446f-9f6d-2d0a1ddbdb03",
              "name": "user_email",
              "type": "string",
              "value": "={{ $json.body.data.fields[0].value }}"
            },
            {
              "id": "4a69f2d3-c3a8-485c-a2f0-bb82e0af07f8",
              "name": "user_linkedin",
              "type": "string",
              "value": "={{ $json.body.data.fields[3].value }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "f6e12bf7-06ea-46b0-8a48-ab97f79fa7df",
      "name": "Switch: L'URL LinkedIn est-elle présente ?",
      "type": "n8n-nodes-base.switch",
      "position": [
        -752,
        400
      ],
      "parameters": {
        "rules": {
          "values": [
            {
              "outputKey": "If LinkedIn User is Exist",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "5a366206-392c-47d6-a343-2c208468a765",
                    "operator": {
                      "type": "string",
                      "operation": "notEmpty",
                      "singleValue": true
                    },
                    "leftValue": "={{ $json.user_linkedin }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "If LinkedIn User is not Exist",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "3dcf4c0f-6438-4f72-a0b8-6086674ee4de",
                    "operator": {
                      "type": "string",
                      "operation": "empty",
                      "singleValue": true
                    },
                    "leftValue": "{{ $json.user_linkedin }}",
                    "rightValue": "1"
                  }
                ]
              },
              "renameOutput": true
            }
          ]
        },
        "options": {
          "allMatchingOutputs": true
        }
      },
      "typeVersion": 3.3
    },
    {
      "id": "aa12ccf5-3ea4-4c71-8851-59162005486c",
      "name": "Decodo: Scraper le profil LinkedIn",
      "type": "@decodo/n8n-nodes-decodo.decodo",
      "position": [
        -416,
        112
      ],
      "parameters": {
        "geo": "=",
        "url": "={{ $json.user_linkedin }}",
        "markdown": false
      },
      "credentials": {
        "decodoApi": {
          "id": "Xc6AkeDSHbyutWEs",
          "name": "Decodo Credentials Hendra"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "bd966978-c767-42e8-97f5-e7d222bcbe17",
      "name": "Gemini Model: Extraction de profil",
      "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "position": [
        -128,
        224
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "googlePalmApi": {
          "id": "dmfdKTqDcz24VUn2",
          "name": "Fahmi Gemini"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "0e3e2f0b-9a9e-4b11-a7e0-150eefba831e",
      "name": "Merge: Assembler le profil candidat",
      "type": "n8n-nodes-base.merge",
      "position": [
        160,
        384
      ],
      "parameters": {
        "mode": "combine",
        "options": {},
        "combineBy": "combineByPosition"
      },
      "typeVersion": 3.2
    },
    {
      "id": "c483118c-1301-45ee-82db-a9c3d03bfef6",
      "name": "Gemini Model: Appariement d'emploi",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        384,
        400
      ],
      "parameters": {
        "text": "=Short Summary User: {{ $('Set: Capture Form Fields').item.json.short_summary }}\n---\nUser Resume and Experience: {{ $json.content.parts[0].text }}\n---\nLinkedIn User: {{ $json.output }}",
        "options": {
          "systemMessage": "=# System Message — Smart Job Match Finder Agent\n\nYou are a Smart Job Match Finder Agent, an intelligent assistant that analyzes a user’s resume, personal summary and linkedin profile to automatically find the most relevant job openings available online.\n\nYou specialize in connecting people with jobs that truly match their skills, experience, and career goals — not just keywords. You also evaluate and score how well each job aligns with the user’s background.\n\nYou use Decodo Tool to scrape and extract accurate, up-to-date job postings from trusted online job boards.\n\nYour output will using format clean HTML that can passed Email format.\n\nAssume the user is semi-technical: they can provide their resume file url, short personal summary and linkedin profile, but they expect a clear, structured, and Email-Ready-output — not long explanations.\n\n---\n\n##Tools\n\nDecodo Tool:\n\nUse this tool to scrape and extract job postings directly from websites like:\n\n- LinkedIn Jobs\n- JobStreet\n\n---\n\n##Rules\n\n1. Mandatory Tool Use: Always use Decodo Tool for scraping job listings.\n2. User Input Requirements:\n    \n    The user provides:\n    \n    - Their resume files url (skills, work experience, education).\n    - A short personal summary or preferred job type (e.g. \"I want to find remote React Developer jobs in Singapore\").\n    - Their LinkedIn Profiles \n3. Job Search Process:\n    - Search and scrape job postings that match the user’s skills, experience, and preferences.\n    - Compare the user profile (resume + summary) with each job description.\n    - Select and display the top 10 most relevant matches.\n4. Output Format:\n    \n    Present the output in clean HTML (Email-ready).\n    Use this structure for each result:\n    ---\n    ## Job Title: [Job Title]\n    ## Company: [Company Name]\n    ## Location: [Location]\n    ## Work Type: [Remote / Hybrid / On-site]\n    ## Salary Range: [If available]\n    ## Source: [Platform Name]\n    ## Job URL: [Link]\n    ## Match Score: [Percentage, e.g., 85%] Why It Matches: [Short explanation of relevant skills/experience]Missing Skills: [List of missing or less relevant areas]\n    ---\n5. Email-Ready-Format: Present the output in clean, minimal HTMl that can be directly passed to the Gmail node (no extra formatting required).\n6. Tone & Style:\nProfessional, structured, and encouraging — never robotic or overly formal.\nAvoid filler words like “of course,” “I understand,” or “let’s see.”\n    \n---\n\n##Scoring Criteria\n\n- 50% — Skill and Technology Alignment\n- 25% — Experience and Role Match\n- 15% — Location / Work Type Preference\n- 10% — Keyword Similarity in Job Description\n\n---\n\n##Fallback Behavior\n\n- If no relevant jobs are found, politely inform the user and suggest adjusting keywords or expanding preferred locations.\n- If the resume text is too short, request additional experience details.\n- Never output raw HTML or irrelevant scraping data."
        },
        "promptType": "define"
      },
      "typeVersion": 2.2
    },
    {
      "id": "2cca0409-c0fb-4f46-8605-0936fdaee306",
      "name": "Decodo Tool: Scraper les plateformes d'emploi",
      "type": "@decodo/n8n-nodes-decodo.decodoTool",
      "position": [
        624,
        656
      ],
      "parameters": {},
      "credentials": {
        "decodoApi": {
          "id": "kfy3Vs5AgxfDGzpC",
          "name": "Johan Decodo"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "b2f4d75b-e8ff-4ac4-9707-3384d2e94ce6",
      "name": "Gemini Model: Apparier et noter les emplois",
      "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "position": [
        336,
        656
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "googlePalmApi": {
          "id": "dmfdKTqDcz24VUn2",
          "name": "Fahmi Gemini"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "db2dff4a-d475-4436-8cec-dfcc16cb19ad",
      "name": "Gmail: Envoyer le résumé du CV et les meilleures offres",
      "type": "n8n-nodes-base.gmail",
      "position": [
        816,
        400
      ],
      "webhookId": "af883a34-a4f5-4da4-b7a0-2cfd8ec493ef",
      "parameters": {
        "sendTo": "={{ $('Set: Capture Form Fields').item.json.user_email }}",
        "message": "={{ $json.output }}",
        "options": {
          "appendAttribution": false
        },
        "subject": "Top Job Matches for you"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "qgKvcsu98l6EQuaR",
          "name": "Johan Gmail"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "b57abcaf-9e67-4fa0-b654-8c64b4f1cdb0",
      "name": "Webhook: Recevoir le formulaire de saisie (POST)",
      "type": "n8n-nodes-base.webhook",
      "position": [
        -1296,
        400
      ],
      "webhookId": "ca18f47b-399e-4689-9795-80ac1d23829b",
      "parameters": {
        "path": "ca18f47b-399e-4689-9795-80ac1d23829b",
        "options": {},
        "httpMethod": "POST"
      },
      "typeVersion": 2.1
    },
    {
      "id": "924bdbd9-2c10-4dd8-982d-b1f6b06e57f9",
      "name": "LLM: Extraire les détails LinkedIn",
      "type": "@n8n/n8n-nodes-langchain.informationExtractor",
      "position": [
        -192,
        0
      ],
      "parameters": {
        "text": "={{ $json.data.results[0].content }}",
        "options": {},
        "attributes": {
          "attributes": [
            {
              "name": "Name",
              "required": true,
              "description": "Name of the LinkedIn User"
            },
            {
              "name": "Headline",
              "required": true,
              "description": "Headline of the LinkedIn User"
            },
            {
              "name": "Location",
              "required": true,
              "description": "Location of the LinkedIn User"
            },
            {
              "name": "About summary",
              "required": true,
              "description": "About summary of the LinkedIn User"
            },
            {
              "name": "Experience (detailed roles and companies)",
              "required": true,
              "description": "Experience (detailed roles and companies) of the LinkedIn User"
            },
            {
              "name": "Education",
              "required": true,
              "description": "Education of the LinkedIn User"
            },
            {
              "name": "Licenses & Certifications",
              "required": true,
              "description": "Licenses & Certifications of the LinkedIn User"
            },
            {
              "name": "Volunteer Experience",
              "required": true,
              "description": "Volunteer Experience of the LinkedIn User"
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "a1caa677-8e09-4e98-a8a5-fa7eabc304d1",
      "name": "Gemini: Analyser le CV",
      "type": "@n8n/n8n-nodes-langchain.googleGemini",
      "position": [
        -144,
        400
      ],
      "parameters": {
        "text": "What's in this document or picture?",
        "modelId": {
          "__rl": true,
          "mode": "list",
          "value": "models/gemini-2.5-flash",
          "cachedResultName": "models/gemini-2.5-flash"
        },
        "options": {},
        "resource": "document",
        "documentUrls": "={{ $json.resume_url_link }}"
      },
      "credentials": {
        "googlePalmApi": {
          "id": "dmfdKTqDcz24VUn2",
          "name": "Fahmi Gemini"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "18343f38-02e8-43b9-83c6-abf47eea0df4",
      "name": "Note adhésive1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1408,
        -48
      ],
      "parameters": {
        "color": 4,
        "width": 2432,
        "height": 960,
        "content": "\n"
      },
      "typeVersion": 1
    },
    {
      "id": "13375db6-f665-4836-a1f2-462e32158b44",
      "name": "Note adhésive4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "color": 5,
        "width": 256,
        "height": 336,
        "content": "Copy the Webhook URL to your Form\n\nYou can test this workflow using form below\nhttps://tally.so/r/3jOA51\n"
      },
      "typeVersion": 1
    },
    {
      "id": "941d37e2-a662-4724-b14f-1409f9bbdb0b",
      "name": "Note adhésive5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        544,
        640
      ],
      "parameters": {
        "color": 3,
        "height": 256,
        "content": "\n\n\n\n\n\n\n\n\n\n\n\nCommunity node; works on self-hosted n8n. Make sure to add your Decodo API credentials."
      },
      "typeVersion": 1
    },
    {
      "id": "1efa3fda-067d-4e7f-aa92-82012467ddea",
      "name": "Note adhésive6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      "parameters": {
        "color": 3,
        "height": 256,
        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\nCommunity node; works on self-hosted n8n. Make sure to add your Decodo API credentials."
      },
      "typeVersion": 1
    },
    {
      "id": "59c3159f-e0e7-4b61-aad8-5c0486f29a0c",
      "name": "Note adhésive3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1088,
        320
      ],
      "parameters": {
        "color": 5,
        "width": 256,
        "height": 272,
        "content": "Make sure to adjust the form fields capture intake from the webhook"
      },
      "typeVersion": 1
    },
    {
      "id": "3a08bdbc-3236-4b67-a26b-25e28647b76c",
      "name": "Note adhésive7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        752,
        272
      ],
      "parameters": {
        "color": 5,
        "height": 320,
        "content": "You can adjust the email massage by editing the prompt from the agent, or make your email massage by yourself, but make sure to use HTML format."
      },
      "typeVersion": 1
    },
    {
      "id": "d38d21c2-745c-4502-90c0-deb5024d9bf0",
      "name": "Note adhésive2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1392,
        -32
      ],
      "parameters": {
        "color": 3,
        "width": 480,
        "height": 96,
        "content": "> **Disclaimer:** This workflow relies on a **community Decodo node** and therefore requires **self-hosted n8n**. Install the node from the community marketplace and configure the Decodo API credential."
      },
      "typeVersion": 1
    }
  ],
  "pinData": {},
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}
Foire aux questions

Comment utiliser ce workflow ?

Copiez le code de configuration JSON ci-dessus, créez un nouveau workflow dans votre instance n8n et sélectionnez "Importer depuis le JSON", collez la configuration et modifiez les paramètres d'authentification selon vos besoins.

Dans quelles scénarios ce workflow est-il adapté ?

Avancé - Ressources Humaines, Résumé IA

Est-ce payant ?

Ce workflow est entièrement gratuit et peut être utilisé directement. Veuillez noter que les services tiers utilisés dans le workflow (comme l'API OpenAI) peuvent nécessiter un paiement de votre part.

Informations sur le workflow
Niveau de difficulté
Avancé
Nombre de nœuds20
Catégorie2
Types de nœuds12
Description de la difficulté

Adapté aux utilisateurs avancés, avec des workflows complexes contenant 16+ nœuds

Auteur
Fahmi Fahreza

Fahmi Fahreza

@fahmiiireza

AI Automation Developer

Liens externes
Voir sur n8n.io

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Catégories

Catégories: 34