Hybrid AI/ML Developer – RAG, AI Agents

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About the role

  • AI/ML Developer developing RAG and AI agents for efficient production processes at Synergeticon GmbH. Collaborating on advanced AI models and automation tasks in a hybrid work environment.

Responsibilities

  • Development & Enhancement of the RAG Platform
  • Design and implementation of Retrieval-Augmented Generation (RAG) architectures
  • Development of document ingestion pipelines (PDF parsing, chunking, metadata processing)
  • Implementation of embedding and vector search mechanisms
  • Optimization of prompt strategies and LLM workflows
  • AI Agents & Automation
  • Development of agentic workflows using LangGraph
  • Design and integration of AI-powered coding agents
  • Implementation of tool usage mechanisms and function calling
  • Automation of code generation processes
  • Knowledge Graph & Advanced AI (Future Scope)
  • Design and implementation of knowledge graph structures (Neo4j)
  • Entity and relationship extraction from documents
  • Implementation of hybrid search architectures (vector search + graph traversal)
  • Cloud & Infrastructure
  • Integration of LLM providers (OpenAI, Anthropic, AWS Bedrock, Ollama)
  • Use of AWS services (S3, Lambda, Bedrock)
  • Containerization using Docker
  • Infrastructure automation with Terraform
  • Quality Assurance & Testing
  • Implementation of integration tests for AI systems
  • Evaluation of RAG systems (relevance, faithfulness)
  • Data model validation using Pydantic
  • Development of REST APIs with FastAPI

Requirements

  • 3+ years of experience in Python development
  • Strong proficiency in asynchronous programming (async/await, asyncio)
  • Experience with type hints and static typing
  • Solid experience with modern Python tooling, including: Package management: uv, Poetry
  • Code quality tools: Ruff, MyPy
  • Testing frameworks: pytest, pytest-asyncio

Job title

AI/ML Developer – RAG, AI Agents

Job type

Experience level

Mid levelSenior

Salary

Not specified

Degree requirement

Bachelor's Degree

Location requirements

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