GenAI Assessment Lead/ Solution Architect

Cyclad collaborates with top international IT companies, providing services in the IT industry focused on delivering advanced technologies. The project involves assessing a Talk-to-Data Multi-Agent Generative AI Proof of Concept (POC) for enterprise-scale deployment.

• 8+ years of experience in Data & Analytics, Data Engineering, Solution Architecture, or Enterprise Architecture
• Proven experience designing, implementing, or assessing Generative AI solutions in enterprise environments
• Hands-on experience with Multi-Agent AI frameworks, LLM-based applications, Retrieval-Augmented Generation (RAG), Conversational AI solutions, Text-to-SQL, and semantic layer architectures
• Strong experience with the Databricks ecosystem and enterprise data platforms
• Knowledge of enterprise architecture and solution assessment methodologies
• Experience with AI governance frameworks and Responsible AI programs
• Very good English language skills

Nice to have:

• None explicitly listed

• Assess an existing Talk-to-Data Multi-Agent GenAI Project (POC) for enterprise-scale deployment readiness
• Review business requirements, use cases, architecture, and technical implementation
• Evaluate GenAI components: LLM, RAG, agent orchestration, conversational analytics, and Text-to-SQL capabilities
• Assess alignment with enterprise platforms such as Databricks, Genie, Agent Bricks, Mosaic AI, and Unity Catalog
• Identify architecture gaps, technical debt, scalability challenges, and operational risks
• Review data governance, security, compliance, access controls, lineage, and auditability requirements
• Conduct cost-benefit analysis comparing custom-built capabilities with platform-native solutions
• Define target-state architecture and recommend industrialization approach (enhance, re-platform, or rebuild)
• Engage with business and technology stakeholders to gather requirements and present findings
• Deliver assessment report, gap analysis, architecture recommendations, and phased implementation roadmap

Only candidates with citizenship in the European Union and residence in Poland.