Agentic AI Software Engineer

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AI Infrastructure

Agentic Frameworks

Tech Stack

About the Role

Machine Learning Reply seeks a Consultant combining software engineering expertise with modern AI systems experience. The role supports clients in designing and building intelligent, production-ready systems that leverage LLMs, autonomous agents, and scalable cloud architectures across banking, insurance, and automotive sectors.

Responsibilities:

  • Design, build, and deploy scalable, production-grade systems on AWS, GCP, or Azure
  • Develop and operate agentic AI systems including multi-step workflows, tool integration, and autonomous decision-making
  • Lead end-to-end AI feature implementation from prototyping to production
  • Build high-performance APIs using FastAPI, Flask, or Spring Boot
  • Integrate generative AI solutions including LLMs, vector databases, and RAG pipelines
  • Design orchestration pipelines with LangChain/LangGraph
  • Establish MLOps/LLMOps and CI/CD workflows

Requirements:

  • University degree in technical/quantitative field
  • Programming experience in Python, Java, Rust, or JavaScript
  • Production ML/AI deployment experience
  • SQL/NoSQL database knowledge
  • LLM and generative AI integration experience
  • Fluent English and mandatory C1-level German

Desired: Cloud AI services experience, MLOps, PyTorch/TensorFlow/Hugging Face, Docker/Kubernetes, cloud certifications.

Location: Munich or Berlin, Germany (hybrid: client site, Reply office, remote)
Benefits: Deutschlandticket for public transport

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