GenAI Assessment Lead/ Solution Architect

Project Information

• Type of project: IT Services
• Work model: 100% remote
• Budget: 175–195 PLN net/hour (B2B)
• Start date: ASAP
• Only candidates with citizenship in the European Union and residence in Poland

Project Scope

• Assess an existing Talk-to-Data Multi-Agent GenAI project (POC) and evaluate its readiness for enterprise-scale deployment.
• Review current business requirements, use cases, architecture, and technical implementation.
• Evaluate GenAI components, including LLMs, 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 a cost-benefit analysis and compare custom-built capabilities with platform-native solutions.
• Define the target-state architecture and recommend the optimal industrialization approach: enhance, re-platform, or rebuild.
• Engage business and technology stakeholders to gather requirements and present assessment findings.
• Deliver an assessment report, gap analysis, architecture recommendations, and a phased implementation roadmap.

Competence Demands

• 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, and Text-to-SQL and semantic-layer architectures.
• Strong experience with the Databricks ecosystem and enterprise data platforms.
• Enterprise architecture and solution assessment methodologies.
• Experience with AI governance frameworks and Responsible AI programs.
• Very good English skills.

We Offer

• Remote working model.
• Dynamic, innovation-driven engineering environment.
• Private medical care with dental care, covering 70% of costs.
• Multisport card, also for an accompanying person.
• Life insurance.