AI Engineer (m/w/d) IT-Entwickler/in (Weiterbildung/Ausbildung)
IT-Systemhaus der Bundesagentur für Arbeit
About the role
About AXA Deutschland
AXA Deutschland ist Teil der AXA Gruppe, einem der weltweit führenden Versicherungsunternehmen. Als einer der größten Erstversicherer in Deutschland betreuen wir rund 8 Millionen Kund:innen im Bereich Vorsorge und Versicherung.
Was uns bei AXA antreibt? Unsere Neugier und unser Mut zur Innovation! Gemeinsam mit über 8.000 Kolleg:innen in ganz Deutschland gestalten wir die Zukunft der Versicherung aktiv mit.
Wir sind auf der Suche nach kreativen und analytischen Köpfen, die sich auch von Herausforderungen nicht beirren lassen. Bei uns erwartet dich ein Umfeld, in dem Ideen und Feedback auf offene Ohren treffen, Projekte schnell ins Rollen kommen und „monoton“ ein Fremdwort ist.
What to expect
- You will accompany our project teams hands-on during the transition from AI experiments to production, having a direct impact on our core business.
- You will recognize commonalities between different AI applications and use your abstraction skills to conceptualize and implement reusable software components, services, and infrastructure.
- You will continuously explore new topics and complex IT landscapes, combining technical know-how, business understanding, and business acumen to create practical solutions for our operational units.
- You will operate, monitor, and optimize our in-house developed machine learning and AI applications in production (e.g., monitoring, alerting, performance tuning, incident management, site reliability).
What you bring
- Very good programming skills in Python, ideally with experience in frameworks like fastapi, pydantic, celery, polars, pytorch, transformers.
- You are willing to familiarize yourself with operational insurance processes to understand AI applications in their overall context and develop them purposefully.
- Sustainable software development is a matter of course for you: Test-Driven Development, Clean Code, Code Reviews, and confident use of Git are part of your daily work.
- You have experience with the deployment of productive software systems in an AI context (e.g., Docker, Kubernetes, Helm, AWS, MLOps & LLMOps practices) as well as their operation and monitoring (Grafana, OTEL).
- Experience in developing LLM-based workflows is a plus (e.g., agents, prompting strategies, mlflow, langfuse).
- Ideally, you have experience in building new projects – from the initial idea through prototyping to stable operation.
- Experience with SQL and Typescript is helpful.
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