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Senior ML/AI Engineer (w/m/d) - Data Science Job Opening In Karlsruhe – Now Hiring IONOS


Job description

Aufgabenbereich

Wir suchen eine ambitionierte Persönlichkeit zur Bereicherung unseres Machine Learning/AI Teams im Bereich.

AdTech Solutions

  • Entwicklung und Optimierung von ML/AI-Lösungen im Boomenden AdTech-Markt, z.B. Umsatzoptimierung von Werbekampagnen, automatisierte Analyse von Werbeanzeigen, automatisierte Content-Erzeugen.
  • Proaktive Koordination von Projektdetails mit Stakeholder:innen in den Fachabteilungen.
  • Konzeption und Entwicklung von maßgeschneiderten Lösungen durch Kombination von traditionellen ML-Methoden und aktuellsten LLM-Ansätzen.
  • Abdeckung aller ML-Projektphasen: Erwerb von Domänenwissen, Aufbau der Datengrundlage, Auswahl geeigneter Methoden, Training und Evaluation von Modellen sowie deren Integration in bestehende Prozesse.
  • Qualifikationen

  • Starkes eigenständiges Handeln sowie die Fähigkeit und Bereitschaft, sich zielgerichtet neues Wissen anzueignen.
  • Proaktive und souveräne Kommunikationsfähigkeiten auf Deutsch und Englisch (fließend in einer der beiden Sprachen, B2+ Niveau in der anderen).
  • Abschluss in einem relevanten Studiengang (z.

    B.

    Data Science, Informatik, Statistik, Psychologie mit quantitativem Fokus).
  • Mindestens 4 Jahre Berufserfahrung im ML/AI Umfeld.
  • Idealerweise nachweisbare Erfolge in ML-Projekten mit messbarem wirtschaftlichem Mehrwert.
  • Sehr gute Kenntnisse und praktische Erfahrung mit Python sowie gängigen Machine Learning-Bibliotheken wie Scikit-Learn, XGBoost, Keras und/oder Pytorch, als auch LLM-spezifischem Tooling (Langchain, Vektordatenbanken u.ä.).
  • Tiefgehende Kenntnisse zur LLM-Nutzung auch im Hinblick auf Observability/Monitoring.
  • Kenntnisse in SQL.
  • Erfahrung im Bereich ML Operations und dem Machine Learning Lifecycle (z.

    B.

    Modell- und Datenversionskontrolle, Evaluierung von Machine Learning-Systemen, Modellbereitstellung etc.).
  • Praktische Erfahrungen mit Linuxsystemen.
  • Gute Codingpraxis sowie idealerweise Grundlagenwissen in der Softwareentwicklung.
  • Benefits

  • Hybrides Arbeitsmodell mit Homeoffice-Möglichkeit.
  • Flexible Arbeitszeiten durch Vertrauensarbeitszeit.
  • An einigen Standorten eine bezuschusste Kantine und verschiedene kostenfreie Getränke.
  • Moderne Büroflächen mit sehr guter Verkehrsanbindung.
  • Diverse Mitarbeiterrabatte für Aktivitäten und Produkte.
  • Mitarbeiterevents wie Sommer- und Winterfeiern, sowie Workshops.
  • Zahlreiche Weiterbildungs- und Entwicklungsmöglichkeiten.
  • Verschiedene Gesundheitsangebote, wie Sport- und Gesundheitskurse.
  • Required Skill Profession

    Computer Occupations


    • Job Details

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