SKM Group
AI Solution Architect (Agentic CRM Platform) [32lw0]SKM GroupGermany
SKM Group

AI Solution Architect (Agentic CRM Platform) [32lw0]

SKM Group
  • DE
    Germany
  • DE
    Germany

About

We’re building an AI-native platform that turns CRM migration (Salesforce ↔ Microsoft Dynamics) from a manual, weeks-long process into a structured, semi-automated workflow powered by LLMs, knowledge graphs, and multi-agent systems.
This is a *production system*, not a prototype, already supporting code analysis, dependency graphs, process maps, and a migration planning agent. We’re now scaling into a full *agentic platform*.
*What You’ll Do*
* Design and build *multi-agent systems* (LangGraph) orchestrating graph, vector, and relational tools
* Own *RAG architecture* (pgvector + full-text + reranking) and retrieval quality
* Develop *LLM pipelines* for code analysis, data model comparison, and cross-file reasoning
* Lead *prompt engineering + evaluation systems* (LLM-as-judge, regression testing)
* Integrate *Neo4j graph intelligence* into AI workflows
* Shape core *AI architecture and patterns* across the platform
*What We’re Looking For*
* 5+ years in ML/AI engineering; 2+ years with *production LLM systems*
* Experience with *LangChain/LangGraph or agent frameworks*
* Strong understanding of *RAG systems and retrieval tuning*
* Advanced *Python (FastAPI, async)*
* Proven *prompt engineering + evaluation* experience
* Hands-on with OpenAI APIs (chat, embeddings, scaling)
*Bonus:* Neo4j, Azure OpenAI, pgvector, CRM systems, reranking models
*Stack: *Python, FastAPI, LangGraph, Neo4j, PostgreSQL + pgvector, Azure OpenAI, React, AKS
*What We Offer*
* Attractive salary
* Large freedom and real influence
* No unhealthy competition, team approach to meeting challenges
* Remote-first, flexible working culture
* Company apartments in cool cities across Europe: work and enjoy a memorable getaway
*About Us*
We are a software house with 18 years of experience and a global portfolio of projects. We help businesses modernize, scale, and innovate through custom software solutions. Our team embraces unconventional ideas and new technologies, delivering solutions with real impact. If you value professionalism, creativity, and a strong engineering culture, you'll feel at home here.
Job Type: Full-time
Pay: 54.000,00€ - 120.000,00€ per year
Experience:
* Solution Architect: 7 years (Required)
* Python: 5 years (Required)
* AI: 3 years (Required)
Work Location: Remote
  • Germany

Languages

  • English
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