Jobware.de Jobs Scraper: Capture German Job Listings with Full Details

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What Is Jobware.de?

Jobware.de is one of Germany's leading job boards, specializing in professional and management positions across industries. With thousands of active listings updated daily, it serves employers, recruiters, and jobseekers across German-speaking regions. Manually tracking postings, monitoring hiring trends, or building talent datasets is labor-intensive — the Jobware Jobs Scraper automates this workflow, delivering structured job data in minutes.

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Overview

The Jobware Jobs Scraper extracts complete job detail pages from Jobware.de, transforming unstructured listings into clean, machine-readable records. It is ideal for:

• Recruitment agencies monitoring competitor postings and market activity
• HR teams analyzing salary trends and hiring patterns
• Job aggregators feeding Jobware listings into multi-platform job boards
• Market researchers studying German labor market dynamics
• Career analysts tracking hiring volume by region and industry

The scraper handles failed URLs gracefully via ignore_url_failures, ensuring batch operations complete reliably even when some listings become unavailable.

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Input Format

The scraper accepts a simple JSON configuration:

{
  "urls": [
    "https://www.jobware.de/job/cloud-architect-m-w-d-2009645685"
  ],
  "ignore_url_failures": true
}

Field	Type	Description
urls	Array	Direct links to individual Jobware job detail pages. Paste one URL per line, or use bulk import for prepared lists.
ignore_url_failures	Boolean	If true, the scraper continues running even if some URLs fail (due to expiry, deletion, or access issues). If false, any failure stops the entire run. Default: true.

Tip: Individual job URLs work best — avoid search result or list pages. Copy the full URL from your browser's address bar for accuracy.

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Output Format

Sample output

{
  "type": "jrd2u",
  "advertiser": {
    "id": "1142695",
    "name": "HITS.NRW - Hochschule IT Services NRW",
    "logo": "https://www.jobware.de/jobresources/logo/695/1142695/613/059558613/1/160.jpg",
    "url": "hochschul-it-services-nrw-koer.1142695.html",
    "strasse": "Speditionstr.",
    "hausnummer": "2",
    "plz": "40221",
    "ort": "Düsseldorf",
    "land": "Deutschland",
    "land_iso2": "DE",
    "has_profile": false,
    "has_active_profile": false
  },
  "apply": {
    "type": "EXTERN",
    "url": "https://www.jobware.de/apply/zBXNqSAJ1WoLI4k8pJXeCQy-6RdZUvo-5ZbE4RHvJLJwI2XFTXmHTMwwAjQWMeloAPOBFiwmon-Hy3Z3EpdvgsZmOyXEM2ONn_2z1ZZTRJsVqlmG4zjDHvu3OogLX2LOLe-GhZsqk3nCAHpmXpyqqzIhzt_YFSJyG6Idr3JyLaTz9C3UvX1LPF5A_rfu7Xm11vHXivJullQ2fjQrZHue"
  },
  "business_reference": "063007814",
  "owning_mandantor_id": "jw",
  "canonical_url": "https://www.jobware.de/job/cloud-architect-m-w-d.2009645685.html",
  "date": 1784178000000,
  "expiry_date": 1785535199000,
  "id": "2009645685",
  "labels": [],
  "location": "Düsseldorf",
  "product_type": "PT_001",
  "raw_text": "Cloud Architect (m/w/d)\n\nStandort:  Hybrid (Düsseldorf, NRW, Deutschland) |  Vertrag:  unbefristet |  Arbeitszeit:  Vollzeit \n\nGestalte die strategische Cloud-Ausrichtung der Hochschul-IT in NRW\n\nHITS.NRW ist ein neu gegründeter, zentraler IT-Dienstleister für die öffentlichen Hochschulen in Nordrhein-Westfalen. \nUnsere Mission: Gemeinsam mit den Fachhochschulen die Hochschul-IT der Zukunft gestalten. Dafür entwickeln wir landesweit skalierbare Services aus den Bereichen Cloud, Cyber Security, Software und IT-Procurement. Wir sorgen für moderne, sichere und effiziente Lösungen - damit Hochschulen sich ganz auf Lehre, Kunst und Wissenschaft konzentrieren können und sensible Daten bestmöglich geschützt sind.\nBei uns gestaltest Du ein neu gegründetes Unternehmen aktiv mit - und entwickelst die Cloud-Architektur von Grund auf: Du triffst technologische Grundsatzentscheidungen, definierst Standards und schaffst die Basis für eine zukunftsfähige Hochschul-IT.\nWenn Du Architektur nicht nur verwalten, sondern aktiv prägen willst, bist Du bei uns genau richtig.\n\nWas Dich erwartet\n\n\n\nDu konzipierst skalierbare Cloud-Architekturen (Public, Private, Hybrid) und entwickelst tragfähige Zielbilder für die Hochschul-IT\nDu begleitest Transformationsprojekte und unterstützt bei der Migration bestehender Systeme in moderne Cloud-Umgebungen\nZur Sicherstellung von Qualität und Sicherheit definierst Du Architekturstandards und sorgst für deren Einhaltung\nDu analysierst bestehende Systemlandschaften und leitest datenbasierte Optimierungsmaßnahmen ab\nAls Sparringspartner für interne und externe Stakeholder berätst Du zu Architekturentscheidungen, Technologien und Best Practices\n\n\nWas Du mitbringst\n\n\n\nAbgeschlossenes Hochschulstudium der (Wirtschafts-)Informatik oder vergleichbare Qualifikation\nMehrjährige Erfahrung in der IT-Architektur, idealerweise im Cloud-Umfeld\nFundiertes Verständnis von Cloud-Architekturen sowie Cloud-nativen Technologien\nErfahrung in der Planung und Umsetzung von Cloud-Transformationen\nIdealerweise Zertifizierungen in gängigen Cloud-Plattformen (AWS, Azure oder GCP)\nDeutschkenntnisse mindestens auf C1-Niveau sowie gute Englischkenntnisse\n\n\n\nWas wir Dir bieten\n\nAls Körperschaft des öffentlichen Rechts bieten wir Dir die Verlässlichkeit des öffentlichen Dienstes mit der Gestaltungsfreiheit eines Start-ups. Bei uns zählt Wirkung und verlässliche Rahmenbedingungen, die Dir Freiraum für gute Lösungen geben:\nArbeite flexibel & gut ausgestattet:  Mobiles Arbeiten, flexible Zeiten, Teilzeitoptionen - inkl. Laptop, Smartphone und Zuschuss zu Deinem Internetanschluss.\n\nVerdiene fair:  Transparentes Gehalt, passend zu Deiner Qualifikation, Erfahrung und Rolle.\n\nEntwickle Dich weiter:  Wir fördern Dich mit individuellen Trainings & Zertifizierungen.\n\nSei mobil:  Dein Deutschlandticket geht auf uns - für Job und Freizeit.\n\nProfitiere monatlich:  Freue Dich auf steuerfreie Sachbezüge, die Du ganz nach Deinen Wünschen einsetzen kannst - z. B. für Shopping, Mobilität oder Freizeit.\n\nEngagiere Dich:  Bis zu 10 bezahlte Tage pro Jahr für Deine persönliche Weiterentwicklung oder Dein Projekt.\n\nPlane langfristig:  Nutze unsere Angebote zur Altersvorsorge und Absicherung.\n\nGestalte aktiv:  Übernimm Verantwortung in einer Schlüsselrolle mit großem Gestaltungsspielraum.\n\nArbeite zukunftsorientiert:  Dich erwarten technologisch anspruchsvolle Projekte mit gesellschaftlicher Relevanz und modernster Cloud-Technologie.\n\n\nSo bewirbst Du Dich\n\nKlingt nach Deinem nächsten Schritt? Dann bewirb dich online inklusive aller Unterlagen (Lebenslauf, relevante Zeugnisse & Zertifikate).\nFür weitere Rückfragen steht dir Heather Baumgarten per E-Mail unter  bewerbung@hits.nrw  zur Verfügung.\n\nJetzt bewerben\n\nVielfalt ist uns wichtig:  Wir begrüßen ausdrücklich Bewerbungen aller Geschlechter sowie von Menschen mit unterschiedlichen Hintergründen, Perspektiven und Fähigkeiten. Schwerbehinderte Personen werden bei gleicher Eignung bevorzugt berücksichtigt.\n\nDer Aufbau des Unternehmens HITS.NRW wird durch das Land Nordrhein-Westfalen gefördert.\nHochschul-IT-Services.nrw KöR, Speditionstraße 2, 40221 Düsseldorf",
  "tracking_key": "eyJtZCI6Imp3IiwiY2giOiJDSF9fanczMjY2ODhEZSIsImlkIjoiMDYzMDA3ODE0IiwicGlkIjoiMDYzMDA3ODE1Iiwic2VnIjpudWxsLCJyc2VnIjpudWxsLCJmdCI6bnVsbCwidCI6IjE3ODQxODA1NDU1NTMiLCJ0YiI6MTc4MjkwNzIwMDAwMCwidGUiOjE3ODU1MzUxOTkwMDAsInB0IjoiUFRfMDAxIn0=",
  "resource_url_with_tracking": "/jobsearch/embed/job/4135/695/1142695/814/063007814/063007815/index.html",
  "resource_url": "https://www.jobware.de/jobresources/job/695/1142695/814/063007814/063007815/index.html",
  "location_infos": [
    {
      "iso2_country_code": "DE",
      "type": "LAND",
      "land": "Deutschland"
    },
    {
      "address": "Speditionstr. 2, 40221 Düsseldorf (GPS: 6.748, 51.21)",
      "lat": "51.214306",
      "lon": "6.748519",
      "strasse": "Speditionstr.",
      "hausnummer": "2",
      "plz": "40221",
      "ort": "Düsseldorf",
      "iso2_country_code": "DE",
      "type": "ADRESSE",
      "land": "Deutschland"
    },
    {
      "iso2_country_code": "DE",
      "type": "GEBIET"
    }
  ],
  "regions": [
    {
      "name": "Deutschland",
      "type": "LAND",
      "country_iso2_code": "DE"
    },
    {
      "name": "Speditionstr. 2, 40221 Düsseldorf (GPS: 6.748, 51.21)",
      "type": "ADRESSE",
      "country_iso2_code": "DE"
    },
    {
      "name": "Nordrhein-Westfalen",
      "type": "GEBIET",
      "country_iso2_code": "DE"
    }
  ],
  "title": "Cloud Architect (m/w/d)",
  "facets": [
    {
      "name": "Geforderte Berufserfahrung",
      "business_reference": "KMD-L000006",
      "id": "2019",
      "value": [
        {
          "name": "Mehrjährige (3-7 J.)",
          "business_reference": "KMDW-L0000060004",
          "value": "2023",
          "count": "258248"
        },
        {
          "name": "Langjährige (> 7 J.)",
          "business_reference": "KMDW-L0000060005",
          "value": "2109",
          "count": "256853"
        }
      ]
    },
    {
      "name": "Hierarchie",
      "business_reference": "KMD-L000013",
      "id": "2025",
      "value": [
        {
          "name": "Angestellter o. Leitungsfunktion",
          "business_reference": "KMDW-L0000130003",
          "value": "2093",
          "count": "306229"
        }
      ]
    },
    {
      "name": "Berufsfeld",
      "business_reference": "KMD-L000003",
      "id": "2041",
      "value": [
        {
          "name": "Informationstechnologie, TK",
          "business_reference": "KMDW-L0000030321",
          "value": "2045",
          "count": "11466"
        },
        {
          "name": "IT/TK Softwareentwicklung",
          "business_reference": "KMDW-L0000030010",
          "value": "2296",
          "count": "10249"
        },
        {
          "name": "Softwareentwicklung",
          "business_reference": "KMDW-L0000030064",
          "value": "2361",
          "count": "2730"
        }
      ]
    },
    {
      "name": "Jobtyp",
      "business_reference": "KMD-0001020",
      "id": "3501"
    },
    {
      "name": "Studienrichtung",
      "business_reference": "KMD-0001019",
      "id": "3531"
    },
    {
      "name": "Homeoffice",
      "business_reference": "KMD-0001029",
      "id": "73035",
      "value": [
        {
          "name": "Homeoffice Option",
          "business_reference": "KMDW-0010584",
          "value": "73055",
          "count": "32709"
        }
      ]
    },
    {
      "name": "Jobtyp",
      "business_reference": "KMD-L000002",
      "id": "2029",
      "value": [
        {
          "name": "Vollzeit",
          "business_reference": "KMDW-L0000020003",
          "value": "2031",
          "count": "328977"
        },
        {
          "name": "Teilzeit",
          "business_reference": "KMDW-L0000020002",
          "value": "2124",
          "count": "72761"
        }
      ]
    }
  ],
  "categories": [
    {
      "text": "Homeoffice Option",
      "id": "73055"
    },
    {
      "text": "Teilzeit",
      "id": "2124"
    },
    {
      "text": "Vollzeit",
      "id": "2031"
    }
  ],
  "active": true,
  "piscore": 1,
  "salary": {
    "from": "80000",
    "to": "100000",
    "origin": "estimation"
  },
  "share": {
    "email": "mailto:?subject=Stellenangebot%20%22Cloud%20Architect%20(m%2Fw%2Fd)%22%20von%20HITS.NRW%20-%20Hochschule%20IT%20Services%20NRW%20auf%20Jobware&body=Hiermit%20leite%20ich%20dir%20ein%20interessantes%20Stellenangebot%20auf%20jobware.de%20weiter%3A%20%22Cloud%20Architect%20(m%2Fw%2Fd)%22%20von%20HITS.NRW%20-%20Hochschule%20IT%20Services%20NRW.%0Ahttps%3A%2F%2Fwww.jobware.de%2Fjob%2F063007814%3Fjw_chl_seg%3Dshare",
    "whatsapp": "https://api.whatsapp.com/send?text=Hier%20ein%20interessantes%20Stellenangebot%20auf%20jobware.de%3A%20%22Cloud%20Architect%20(m%2Fw%2Fd)%22%20von%20HITS.NRW%20-%20Hochschule%20IT%20Services%20NRW.%0Ahttps%3A%2F%2Fwww.jobware.de%2Fjob%2F063007814%3Fjw_chl_seg%3Dshare"
  }
}

Each scraped job returns a rich dataset with 25+ fields covering recruitment, location, and tracking data:

Job Identification & Core Details

Field	Meaning	Example
ID	Unique Jobware identifier for the listing	2009645685
Title	Official job title as displayed	Cloud Architect (m/w/d)
Type	Employment contract type	Permanent, Contract, Freelance
Canonical URL	Permanent URL of the listing	https://www.jobware.de/job/...
Resource URL	Public-facing job URL	https://www.jobware.de/job/...
Resource URL With Tracking	URL with recruiter tracking parameters embedded	Used to attribute applications back to source

Recruiter & Application

Field	Meaning
Advertiser	Name of the recruiting company or agency posting the role
Business Reference	Internal business classification or account reference
Owning Mandantor ID	Identifier linking to the job poster's account
Apply	Application method (e.g., direct URL, email, form link)
Tracking Key	Unique identifier for analytics and attribution of applications

Dates & Availability

Field	Meaning
Date	Job posting date (when the listing was published on Jobware)
Expiry Date	When the listing expires or was last active
Active	Boolean flag indicating current listing status (true = active, false = expired/removed)

Location & Regional Data

Field	Meaning
Location	Primary job location (city, region, or remote status)
Location Infos	Detailed location metadata (postal code, coordinates, region mapping)
Regions	German regions or federal states where the role is based (e.g., Bayern, NRW)

Compensation & Scoring

Field	Meaning
Salary	Offered salary range or bracket (if disclosed by advertiser)
PI Score	Jobware's profile intensity or job quality score (1-10 scale) — higher score indicates more complete job details

Content & Classification

Field	Meaning
Raw Text	Full unformatted job description and requirements as HTML
Title	(Duplicate) Official job title
Categories	Job classification (e.g., IT, Finance, Engineering, HR)
Facets	Searchable tags and filters (languages required, seniority level, industry)
Labels	Custom labels or badges (e.g., "Remote", "Hybrid", "Leadership")

Additional Metrics

Field	Meaning
Share	Internal job share or distribution status

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How to Use

1. Collect job URLs — Visit Jobware.de and open individual job detail pages. Copy the full URL (e.g., https://www.jobware.de/job/...).
2. Prepare input — Paste URLs into the urls array, one per line. Bulk lists are supported.
3. Configure error handling — Set ignore_url_failures: true for batch runs (recommended for stability).
4. Run the scraper — Start the actor and monitor progress in the run log.
5. Export data — Download results as JSON, CSV, or Excel for analysis or integration.

Troubleshooting:

• URLs must point to individual job detail pages, not search results.
• Expired listings return "Active": false but still extract available metadata.
• Set ignore_url_failures: true when running 50+ URLs to avoid interruptions.

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Use Cases & Business Value

• Talent acquisition: Build searchable databases of German-language job listings for sourcing
• Market intelligence: Track hiring volume, salary trends, and recruiter activity by region
• Competitive analysis: Monitor what competitors are hiring for and how they position roles
• Job aggregation: Feed Jobware listings into internal or commercial job boards
• Workforce planning: Analyze labor demand by industry, location, and job type
• Academic research: Study employment trends in the German labor market

The Jobware Jobs Scraper transforms recruitment research from manual work into a scalable, repeatable process — critical for high-volume hiring teams and talent intelligence platforms.

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Conclusion

The Jobware.de Jobs Scraper is a powerful tool for anyone working with German job market data. With 25+ fields covering salary, location, recruiter details, and tracking information, it delivers actionable insights that manual browsing cannot match. Extract, analyze, and act on Jobware data at scale — starting today.