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Job Monitor

50_560_JOB_MONITOR. Uses httpRequest. Scheduled trigger; 10 nodes.

Cron / scheduled trigger★★★★☆ complexity10 nodesHTTP Request
Web Scraping Trigger: Cron / scheduled Nodes: 10 Complexity: ★★★★☆ Added:

The workflow JSON

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{
  "id": "vkaSv6LyosTreiWL",
  "name": "50_560_JOB_MONITOR",
  "active": true,
  "settings": {
    "executionOrder": "v1"
  },
  "nodes": [
    {
      "id": "df0bfeb1-eb76-4833-bc96-7c3d98b4a364",
      "name": "Trigger: t\u00e4glich 07:30",
      "type": "n8n-nodes-base.scheduleTrigger",
      "typeVersion": 1.2,
      "position": [
        0,
        0
      ],
      "parameters": {
        "rule": {
          "interval": [
            {
              "field": "cronExpression",
              "expression": "30 7 * * 1-5"
            }
          ]
        }
      }
    },
    {
      "id": "1dcdcc9b-5d13-4379-b881-2ccf384868a9",
      "name": "Adzuna KI-Manager",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        240,
        0
      ],
      "parameters": {
        "method": "GET",
        "url": "https://api.adzuna.com/v1/api/jobs/de/search/1",
        "sendQuery": true,
        "queryParameters": {
          "parameters": [
            {
              "name": "app_id",
              "value": "={{ $env.ADZUNA_APP_ID }}"
            },
            {
              "name": "app_key",
              "value": "={{ $env.ADZUNA_APP_KEY }}"
            },
            {
              "name": "results_per_page",
              "value": "20"
            },
            {
              "name": "what",
              "value": "KI Manager Automatisierung"
            },
            {
              "name": "where",
              "value": "Frankfurt"
            },
            {
              "name": "distance",
              "value": "80"
            },
            {
              "name": "sort_by",
              "value": "date"
            }
          ]
        }
      }
    },
    {
      "id": "7f8a5d9a-9096-4582-9322-b5ed856f592f",
      "name": "Adzuna AI-Automation",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        240,
        200
      ],
      "parameters": {
        "method": "GET",
        "url": "https://api.adzuna.com/v1/api/jobs/de/search/1",
        "sendQuery": true,
        "queryParameters": {
          "parameters": [
            {
              "name": "app_id",
              "value": "={{ $env.ADZUNA_APP_ID }}"
            },
            {
              "name": "app_key",
              "value": "={{ $env.ADZUNA_APP_KEY }}"
            },
            {
              "name": "results_per_page",
              "value": "20"
            },
            {
              "name": "what",
              "value": "Head of AI Automation"
            },
            {
              "name": "where",
              "value": "Hessen"
            },
            {
              "name": "sort_by",
              "value": "date"
            }
          ]
        }
      }
    },
    {
      "id": "61fd276b-4250-4b80-84f3-1dcba9de2edf",
      "name": "Merge",
      "type": "n8n-nodes-base.merge",
      "typeVersion": 3,
      "position": [
        240,
        100
      ],
      "parameters": {
        "mode": "combine",
        "combineBy": "combineAll",
        "options": {}
      }
    },
    {
      "id": "6b333daf-be87-4d0c-a068-2a96ef2a2f3f",
      "name": "Format & Deduplicate",
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        480,
        100
      ],
      "parameters": {
        "jsCode": "const seen=new Set(), out=[];\nfor(const item of $input.all()){\n  for(const j of (item.json.results||[])){\n    if(!seen.has(j.id)){\n      seen.add(j.id);\n      out.push({json:{\n        job_id: j.id,\n        title:  j.title,\n        company: j.company?.display_name || '?',\n        location: j.location?.display_name || '',\n        salary_min: j.salary_min || 0,\n        salary_max: j.salary_max || 0,\n        salary: j.salary_min\n          ? Math.round(j.salary_min/1000)+'k-'+Math.round(j.salary_max/1000)+'k \u20ac'\n          : 'k.A.',\n        desc: (j.description||'').slice(0,150),\n        url:  j.redirect_url,\n        created: j.created\n      }});\n    }\n  }\n}\nreturn out.slice(0, 25);"
      }
    },
    {
      "id": "ce65155b-045c-4973-8581-22d6fac1c868",
      "name": "Batch f\u00fcr Gemini",
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        720,
        100
      ],
      "parameters": {
        "jsCode": "// Alle Items einsammeln und als EINEN Batch-Prompt aufbauen\nconst jobs = $input.all().map((item, i) => ({\n  i,\n  id: item.json.job_id,\n  title: item.json.title,\n  company: item.json.company,\n  location: item.json.location,\n  salary: item.json.salary,\n  desc: item.json.desc\n}));\n\nconst prompt = `Du bist ein Job-Matching-Assistent f\u00fcr Timo G\u00f6tz.\nProfil: KI/Automation-Manager, Standort Bad Homburg (PLZ 61279), Zielgehalt 70-85k\u20ac, Umkreis max 80km.\n\nBewerte jeden der folgenden ${jobs.length} Jobs. Antworte AUSSCHLIESSLICH mit validem JSON-Array:\n[{\"i\":0,\"score\":8,\"match\":\"hoch\",\"note\":\"...max 12 W\u00f6rter...\"},...]\n\nJobs:\n${jobs.map(j => `[${j.i}] ${j.title} | ${j.company} | ${j.location} | ${j.salary}`).join('\\n')}`;\n\n// Alle Job-Daten als Kontext weitergeben + Prompt\nreturn [{json: {\n  prompt,\n  jobs,  // f\u00fcr sp\u00e4teres Merging\n}}];"
      }
    },
    {
      "id": "1ac5a27b-f0a9-467d-9f04-2c2128c5bb08",
      "name": "Gemini: Batch-Bewertung",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        960,
        100
      ],
      "parameters": {
        "method": "POST",
        "url": "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent",
        "sendQuery": true,
        "queryParameters": {
          "parameters": [
            {
              "name": "key",
              "value": "={{ $env.GEMINI_API_KEY }}"
            }
          ]
        },
        "sendBody": true,
        "contentType": "json",
        "body": "={{ JSON.stringify({contents:[{parts:[{text: $json.prompt}]}], generationConfig:{responseMimeType:'application/json'}}) }}"
      }
    },
    {
      "id": "5d826cf1-23db-4145-af4a-5eb5d8e1a3e5",
      "name": "Parse & Filter Score>=6",
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        1200,
        100
      ],
      "parameters": {
        "jsCode": "// Gemini-Antwort parsen\nconst raw = $input.first().json;\nconst text = raw.candidates?.[0]?.content?.parts?.[0]?.text || '[]';\nconst jobs = $input.first().json.jobs || [];  // jobs aus vorherigem Schritt\n\nlet ratings = [];\ntry {\n  const clean = text.replace(/```json|```/g, '').trim();\n  ratings = JSON.parse(clean);\n} catch(e) {\n  // Fallback: versuche Array aus Text zu extrahieren\n  const match = text.match(/\\[.*\\]/s);\n  if (match) {\n    try { ratings = JSON.parse(match[0]); } catch(e2) {}\n  }\n}\n\n// Jobs mit Scores mergen und filtern\nconst out = [];\nfor (const r of ratings) {\n  if ((r.score || 0) >= 6) {\n    const job = jobs.find(j => j.i === r.i);\n    if (job) {\n      out.push({ json: {\n        ...job,\n        score: r.score,\n        match: r.match,\n        note: r.note,\n        url: `https://www.adzuna.de/jobs/details/${job.id}`,\n        source: 'adzuna'\n      }});\n    }\n  }\n}\n\nreturn out.length > 0 ? out : [];"
      }
    },
    {
      "id": "c451802a-629e-476f-b514-c8adb3fa1051",
      "name": "Telegram Digest",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        1440,
        100
      ],
      "parameters": {
        "method": "POST",
        "url": "=https://api.telegram.org/bot{{ $env.TELEGRAM_BOT_TOKEN }}/sendMessage",
        "sendBody": true,
        "contentType": "json",
        "body": {
          "chat_id": "={{ $env.TELEGRAM_ALLOWED_USER_ID }}",
          "parse_mode": "Markdown",
          "disable_web_page_preview": true,
          "text": "={{ '\ud83c\udfaf *Job-Monitor ' + new Date().toLocaleDateString('de-DE') + '* \u2014 ' + $input.all().length + ' Treffer\\n\\n' + $input.all().slice(0,6).map((j,i)=>`${i+1}\\. *${j.json.title}*\\n\ud83c\udfe2 ${j.json.company} | \ud83d\udccd ${j.json.location}\\n\ud83d\udcb0 ${j.json.salary} | \u2b50 ${j.json.score}/10\\n\ud83d\udca1 ${j.json.note}\\n\ud83d\udd17 ${j.json.url}`).join('\\n\\n') }}"
        }
      }
    },
    {
      "id": "b65d7e2d-1f96-49c7-9366-e33cb93e0138",
      "name": "NocoDB: Job speichern",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        1440,
        260
      ],
      "parameters": {
        "method": "POST",
        "url": "https://directus.automation-plus-ki.de/items/130_agent_runs",
        "sendHeaders": true,
        "headerParameters": {
          "parameters": [
            {
              "name": "Authorization",
              "value": "Bearer ={{ $env.DIRECTUS_TOKEN }}"
            }
          ]
        },
        "sendBody": true,
        "contentType": "json",
        "body": "={{ {Title: $json.title, Company: $json.company, Location: $json.location, Salary: $json.salary, Score: $json.score, Match: $json.match, Note: $json.note, URL: $json.url, Source: $json.source || 'adzuna', Job_ID: $json.job_id, Created: $json.created} }}"
      }
    }
  ],
  "connections": {
    "Trigger: t\u00e4glich 07:30": {
      "main": [
        [
          {
            "node": "Adzuna KI-Manager",
            "type": "main",
            "index": 0
          },
          {
            "node": "Adzuna AI-Automation",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Adzuna KI-Manager": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Adzuna AI-Automation": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 1
          }
        ]
      ]
    },
    "Merge": {
      "main": [
        [
          {
            "node": "Format & Deduplicate",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Format & Deduplicate": {
      "main": [
        [
          {
            "node": "Batch f\u00fcr Gemini",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Batch f\u00fcr Gemini": {
      "main": [
        [
          {
            "node": "Gemini: Batch-Bewertung",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Gemini: Batch-Bewertung": {
      "main": [
        [
          {
            "node": "Parse & Filter Score>=6",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Parse & Filter Score>=6": {
      "main": [
        [
          {
            "node": "Telegram Digest",
            "type": "main",
            "index": 0
          },
          {
            "node": "NocoDB: Job speichern",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
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About this workflow

50_560_JOB_MONITOR. Uses httpRequest. Scheduled trigger; 10 nodes.

Source: https://github.com/timo-goetz-ai/apki-core-platform/blob/main/automations/n8n-workflows/job-monitor/50_560_JOB_MONITOR.json — original creator credit. Request a take-down →

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