AI Architect
Devapo
Warszawa, Poland • 1h ago • Remote
Senior
Remote
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Quick Facts
AI Architect role designing and delivering production-grade GenAI/LLM systems for enterprise clients in banking, insurance, and telecom.
Description
You will translate messy business needs into working AI systems, from rapid POCs/MVPs to production-grade architectures. The role includes designing RAG pipelines and agentic workflows, integrating LLMs into enterprise stacks, and contributing to client-facing solution design and documentation.
Responsibilities
- Design GenAI and LLM-based architectures for enterprise use cases
- Build and deliver POCs and MVPs quickly, then evolve them into production-grade systems
- Design RAG pipelines (chunking, embeddings, vector indexing, retrieval quality)
- Implement and review agentic workflows (LangChain, LangGraph, CrewAI or similar)
- Integrate LLMs (OpenAI, Anthropic, Gemini, open-source) into enterprise stacks (ERP, CRM, BPM, data platforms)
- Create reusable architectural patterns and engineering standards that scale
- Work directly with clients on requirements, solution presentations, and presales/RFP support
- Write Architecture Decision Records and technical documentation for technical and business audiences
- Mentor engineering teams
Requirements
- Proven experience building LLM-based systems in production (POC to production)
- Solid Python skills and hands-on experience with LangChain and LangGraph
- Hands-on experience with RAG and understanding of why naive chunking fails
- Experience designing AI system architecture (integration, scalability, security, cost trade-offs)
- Ability to translate business requirements into technical designs and communicate with engineers and stakeholders
- Familiarity with Azure AI, AWS Bedrock, or GCP Vertex
- Ability to ship with REST APIs and Docker, plus cloud basics
- Awareness of AI governance and responsible AI practices (EU AI Act, GDPR, DORA)
- English B2+ for client-facing communication
Benefits
- Certifications and training funded
- Private medical care (Medicover)
- Multisport card
- English language classes
- Flexible working hours
- Team meetups and integration events
- Referral bonus
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