You design AI-driven target architectures and conceptualize AI-based software factories—from “dark software factories” to autonomous software development at enterprise scale

You develop AI-powered delivery pipelines that translate development processes, engineering standards, and architectural guidelines into machine-executable workflows

You establish trusted AI engineering environments by designing governance mechanisms with multi-layered validation, clear identity boundaries, and end-to-end traceability

You implement evaluation and security mechanisms such as automated testing and evaluation pipelines, architecture compliance checks, and red-teaming approaches for AI-generated systems

You translate enterprise knowledge into machine-readable structures—such as architecture decisions, domain models, APIs, and business rules—to enable autonomous development

You turn business intent into scalable architectures, embed AI sustainably into existing system landscapes and operating models, and translate vision into measurable business impact

You hold a degree in Computer Science, Information Systems, AI Engineering, or a related field

You analyze, design, and optimize state-of-the-art, tailored IT architectures, leveraging your strong understanding of legacy systems, enterprise solutions, and current market trends (e.g., agentic AI, LLM orchestration, AI-native architectures)

You have hands-on experience with AI systems, such as LLM-based applications, AI agents, or machine learning platforms

You are familiar with modern software delivery approaches, including DevSecOps, CI/CD pipelines, automated testing, and platform engineering

Concepts like agent assembly lines, execution harnesses, or context engineering are familiar to you—you know how to embed them into secure and scalable enterprise architectures

You can translate complex business requirements into technical architectures and communicate effectively with both technical and non-technical stakeholders

You thrive in interdisciplinary teams and global environments, and are flexible and willing to travel as needed

You are fluent in both German and English and can confidently understand and communicate complex topics in both languages