Senior AI Developer (Python)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior AI Developer (Python): Building a next-generation multimodal AI platform for customer support with an accent on agentic workflows, RAG/CAG pipelines, Speech-to-Speech interactions, and hybrid LLM integration. Focus on designing low-latency real-time systems, optimizing context retrieval, and developing automated QA modules for continuous improvement and alignment.
Location: Karlsruhe (Hybrid work option)
Company
Leading European provider of cloud infrastructure, hosting services, and digitalization solutions for SMBs, operating in 18 markets.
What you will do
- Design and implement LLM-based agentic workflows with tool usage, orchestration, and secure interactions via Model Context Protocol (MCP).
- Build and optimize Retrieval-Augmented Generation (RAG) and Context-Augmented Generation (CAG) pipelines for accurate, low-latency responses.
- Develop real-time Speech-to-Speech (S2S) pipelines, focusing on streaming architectures and latency reduction.
- Create automated QA and evaluation modules using LLM-as-a-judge patterns to measure and improve accuracy, safety, and resolution quality.
- Integrate and manage hybrid models from commercial providers (OpenAI, Anthropic) and open-source alternatives (Qwen, DeepSeek).
Requirements
- Advanced Python skills, including async programming (FastAPI, asyncio) and high-performance services
- Experience with LLM applications, multi-agent orchestration (LangChain, LlamaIndex, LangGraph)
- Deep knowledge of vector databases (Weaviate, Qdrant, pgvector), semantic search, and RAG optimization
- Real-time systems experience with low-latency streaming APIs and event-driven architectures
- Evaluation frameworks for LLMs, including automated QA pipelines
- RESTful API design and OAuth2 knowledge
Culture & Benefits
- Flexible work schedule and hybrid work option
- 25 vacation days + substitute days for weekend holidays
- Medical services package, meal tickets, and office perks (coffee, fruits)
- Access to trainings, e-learning platforms for technical and soft skills
- Team events, networking, Summerfest, and Winterfest parties
- Modern technologies, product responsibility, and flat hierarchies
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