Zum Hauptinhalt springen

Staff Machine Learning Engineer (m/f/d)

Köln, Remote
Vollzeit
Festanstellung

About octonomy   
At octonomy, we’re not a typical AI startup. We’re building big — backed by one of Europe’s largest seed rounds (€20M) to scale our vision fast and sustainably. Our mission is clear: we transform companies with the most intelligent digital workforce, enabling a new era of growth.
Our AI octo-Workers automate business processes with high reliability, strong security, and zero hallucinations. Leading customers already trust us — and we’re growing rapidly across Germany and internationally.

Your Role
As Staff Machine Learning Engineer (m/f/d), you will shape and ship production-grade AI systems at the intersection of machine learning, large language models, and agentic workflows. This is not a pure research role — and not a standard ML engineering position. We are looking for someone who combines deep technical and scientific expertise with strong engineering judgment, production ownership, and the ability to lead complex AI initiatives across teams.
  • Build production-grade AI systems: Design, develop, and deploy robust ML- and LLM-based systems that create measurable value in business-critical automation use cases.
  • Drive architecture and technical direction: Shape how we build advanced AI systems across LLM orchestration, agentic workflows, RAG, and knowledge-grounded architectures.
  • Own evaluation and reliability: Establish strong evaluation frameworks, monitoring, and guardrails to ensure consistent performance, grounded behavior, and high system reliability.
  • Translate research into impact: Bring advanced methods into real-world production systems and help move ideas from experimentation to scalable deployment.
  • Provide technical leadership: Mentor engineers, guide cross-functional initiatives, and help raise the bar for technical quality, best practices, and execution across the team.

Your Profile
  • Deep AI/ML experience: You bring substantial experience building and deploying advanced AI systems in production, ideally across multiple years and with increasing scope and ownership.
  • LLM and agentic systems expertise: You have worked hands-on with large language models, RAG, orchestration frameworks, evaluation, and modern agentic system design.
  • Research-minded background: You work in a systematic, analytical, and hypothesis-driven way. A PhD, publications, patents, or a strong R&D background are a strong plus.
  • Technical leadership: You have driven architecture decisions, influenced technical strategy, and ideally supported or led other engineers through mentorship or team guidance.
  • Strong engineering fundamentals: You are highly proficient in Python and modern ML tooling, and you write clean, maintainable, production-ready code.
  • Production ownership: You are comfortable with deployment, CI/CD, monitoring, reproducibility, and the operational lifecycle of AI systems beyond initial model development.

Why us 
  • Real ownership: You will directly shape core AI systems and technical decisions at a critical stage of our growth.
  • Meaningful impact: You will work on AI systems that need to perform reliably in real customer environments.
  • Strong technical ambition: We care deeply about quality, pragmatism, and building AI that works in production.
  • High-growth environment: You will join a fast-moving, well-funded company with strong momentum and the opportunity to help define our AI engineering standard.

Über uns

octonomy ist ein KI-Unternehmen mit Sitz in Köln, das sich auf die Entwicklung intelligenter KI-Agenten zur Automatisierung von Unternehmensprozessen spezialisiert hat. Mit seiner innovativen Technologie ermöglicht octonomy eine hochqualitative und schnelle Automatisierung von Support Services – von Kundenanfragen bis hin zu internen Mitarbeiter- und Partneranfragen. Die Mission des Unternehmens: Hochkomplexe Support-Prozesse so einfach automatisierbar machen wie nie zuvor.