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Agentic AI Software Engineer

Machine Learning Reply GmbH

BerlinRemoteFull-Time1d ago

Description

We are looking for a skilled and motivated Consultant to join our team. The ideal candidate combines strong software engineering expertise with hands-on experience in modern AI systems, including agentic AI and generative AI applications. You will support our clients in designing and building intelligent, production-ready systems that leverage LLMs, autonomous agents, and scalable cloud architectures.

Responsibilities:

  • Design, build, and deploy scalable, production-grade systems on cloud platforms such as AWS, GCP, or Azure.
  • Develop and operate agentic AI systems, including multi-step workflows, tool integration, and autonomous decision-making components.
  • Lead end-to-end implementation of AI-driven features, from prototyping (PoC) to production deployment.
  • Build high-performance APIs and backend services for AI applications using frameworks such as FastAPI, Flask, or Spring Boot.
  • Integrate generative AI solutions (LLMs, vector databases, RAG pipelines, orchestration frameworks like LangChain/LangGraph) into enterprise environments.
  • Design and implement robust orchestration and retrieval pipelines for scalable AI applications.
  • Set up and maintain MLOps / LLMOps pipelines and CI/CD workflows for continuous integration, evaluation, and deployment.
  • Ensure software quality through testing, monitoring, observability, and performance optimization.
  • Collaborate closely with clients and cross-functional teams to identify requirements and deliver impactful AI solutions.

What we offer you:

  • Work on innovative AI and Software Engineering projects across industries (Banking, Insurance, Automotive, Retail, etc.).
  • Expand your skills in areas such as MLOps, cloud architecture, data engineering, and generative AI.
  • Collaborate with top technology partners in the cloud, AI, and automation ecosystem.
  • Access to training, certifications, and interdisciplinary projects.
  • Join a vibrant community with hackathons, conferences, and knowledge-sharing events.
  • Award-winning office space in downtown Munich with great transport connections.
  • Flexible working model between client site, Reply office, and remote work.

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Job Requirements Minimum Qualifications:

  • Completed university studies with a strong quantitative or technical background (e.g., Computer Science, Data Science, Engineering, or similar).
  • Ideally, you have already gained some initial consulting and project management experience Teamwork & Collaboration – ability to work effectively with others toward common objectives.
  • Adaptability – flexibility in taking on different roles within a team and understand the need of the costumer
  • Solid programming experience in at least two programming languages such as Python, Java, Rust, or JavaScript.
  • Practical experience deploying ML/AI models into production environments (on-premises or cloud).
  • Experience with different database technologies, including SQL and NoSQL, with knowledge of database design, data modeling, and data management.
  • Experience with large language models (LLMs), prompt engineering, fine-tuning, and integrating generative AI into actual solutions.
  • Strong communication skills for explaining technical concepts to both technical and business stakeholders.
  • Fluent in English and at least C1-level German. This requirement is mandatory.

Desired Qualifications:

  • Hands-on experience with cloud AI services.
  • Understanding of MLOps concepts (model registry, monitoring, CI/CD).
  • Knowledge of modern AI/ML frameworks and tools such as PyTorch, TensorFlow, Hugging Face, LangChain, or OpenAI APIs.
  • Awareness of software engineering principles (SOLID, testing, version control).
  • Familiarity with containerization and orchestration (Docker, Kubernetes).
  • Cloud certifications are a plus.
  • Teamwork & Collaboration – ability to work effectively with others toward common objectives.
  • Adaptability – flexibility i

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