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Erstellt am 20. August 2026

Senior AI Engineer (Forward Deployed) (m/f/d)

Ki Group Gmbh
Köln, Nordrhein-Westfalen 50667, Germany Vollzeit
Reference: 806572709

Werde unser/e neue/r AI Engineer (m/w/d)

Du bist leidenschaftlich an KI und modernster Technologie interessiert und möchtest Unternehmen dabei helfen, KI zu nutzen, um echten Business-Impact zu erzielen? Du bist ehrgeizig, lösungsorientiert und bereit, an der Schnittstelle von Datenengineering, maschinellem Lernen und Cloud-Technologien zu arbeiten? Dann werde Teil unseres Teams bei KI performance!

Deine Rolle als AI Engineer

Als AI Engineer spielst du eine Schlüsselrolle bei der Gestaltung und Implementierung von hochmodernen KI-Lösungen. Du bist verantwortlich für den gesamten KI-Lifecycle - von der Datenerfassung und -transformation bis hin zum Aufbau, Deployment und der kontinuierlichen Optimierung von Machine-Learning-Modellen. Du arbeitest eng mit den Data-Platform-Teams zusammen und sorgst dafür, dass KI-gestützte Erkenntnisse in greifbaren Geschäftswert übersetzt werden.

Mit einem starken Fokus auf Innovation, Skalierbarkeit und operative Exzellenz bleibst du stets auf dem neuesten Stand der KI-Entwicklungen (z. B. Multiagenten-Architekturen) und Cloud-Technologien auf Microsoft Azure.

Deine Aufgaben & Verantwortlichkeiten
  • End-to-End AI Entwicklung - Baue und optimiere KI-Modelle und decke den gesamten Lifecycle ab, von der Datenerfassung bis zum Deployment und Betrieb.
  • Maschinelles Lernen & Advanced Analytics - Setze statistische und ML-Konzepte ein, um geschäftliche Herausforderungen zu lösen, einschließlich prädiktiver Analysen, Optimierung und NLP.
  • Generative KI - Integriere und optimiere Large Language Models (LLM), einschließlich Text-to-Speech (TTS), Speech-to-Text (STT).
  • Datenengineering & Pipelines - Stelle die Datenqualität sicher, indem du die Datenerfassung, -vorbereitung und -transformation bearbeitest, um eine solide Grundlage für KI-Anwendungen zu schaffen.
  • AI Deployment & Betrieb - Implementiere skalierbare und produktionsbereite KI-Lösungen unter Verwendung von cloudbasierten MLOps Best Practices.
  • AI Innovation - Bleibe auf dem neuesten Stand der Entwicklungen in KI und Cloud-Technologien und bewerte deren Integration in unsere Lösungen.
  • Kundenbefähigung & Integration - Arbeite mit funktionsübergreifenden Teams zusammen, um KI-Tools anzupassen und in Geschäftsprozesse zu integrieren, um den maximalen Wert zu erzielen.
  • Compliance & Governance - Sorge dafür, dass alle Lösungen den Datenschutz-, Sicherheits- und ethischen KI-Richtlinien entsprechen.


What We're Looking For

Core Profile
  • Very senior, hands-on engineer with strong experience in applied AI and software engineering.
  • Strong AI-first mindset, with sound judgment on when AI - and especially LLMs - should or should not be used.
  • Strong ownership mentality and delivery focus.
  • Solid engineering practices with Git and CI/CD (Azure DevOps, GitHub, or GitLab).
  • Production mindset: reliability, observability, security, and cost control.
  • For candidate based in Germany - business-level German and English. For Candidate based in Portugal - Business-level English


AI / Applied ML Expertise
  • Strong hands-on experience with NLP, LLMs, and speech models.
  • Experience building production-grade solutions using LLMs, including structured orchestration, tool calling, and schema validation.
  • Experience designing agent-based or multi-agent systems.
  • Ability to implement retries, fallbacks, guardrails, and monitoring for AI systems.
  • Strong understanding of the practical trade-offs of latency, quality, cost, and reliability in AI applications.


Software Engineering & Integration
  • Excellent Python skills.
  • Strong experience with parallel and asynchronous programming.
  • Experience with modern Python frameworks and tooling, ideally including FastAPI, async IO, and Pydantic.
  • Experience building production APIs and integrations, including error handling, retries, timeouts, and logging.
  • Ability to design clear service contracts and integrate multiple internal and external systems.
  • Strong software engineering fundamentals, including clean architecture, testing, and maintainability.


Cloud & Infrastructure
  • Strong understanding of infrastructure and deployment patterns on Azure.
  • Experience operating solutions in enterprise Azure environments, including topics such as Managed Identity, Key Vault, monitoring, and basic networking.
  • Experience with scalable deployment and integration of AI workloads in cloud environments.
  • Experience with Databricks is a plus.


System Thinking
  • Ability to design end-to-end AI solution architectures, including orchestration, session/state handling, and system boundaries.
  • Thinks beyond models: understands platform constraints, integration challenges, and operational requirements.
  • Considers latency, resilience, observability, and tool-call minimization from day one.


Why Join Us?
  • Exciting AI projects - work with cutting-edge technologies across Azure, OpenAI, Databricks, and more.
  • High-performance culture - we are looking for doers who want to create real impact.
  • Fast learning and career growth - benefit from top-tier training, certifications, and hands-on exposure to advanced AI delivery.
  • Innovative company culture - we value hands-on execution, team spirit, and AI-driven excellence.
  • Broad ecosystem - we work closely with partners, startups, and a strong network across the AI and cloud landscape.


About KI performance

We are transforming the way companies work with data, preparing them for the future of AI. With our expertise in developing data platforms and AI-powered solutions, we create measurable value - always with a clear focus on business and strategy. Our projects range from global data platforms to innovative Gen AI applications, making a direct impact on the success of leading DAX companies. By leveraging cutting-edge technologies, we set new standards in digital transformation and work closely with Microsoft, Databricks, and our KI group ecosystem to develop sustainable and future-proof solutions.

Our company culture is shaped by forward-thinking, curious, and open-minded individuals who actively drive digital change. To maintain this dynamic environment, we place great importance on diversity, innovation, and strong team collaboration. If you'd like to learn more about our culture and benefits, feel free to visit our careers page.

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