Data Solution Architect

Required skills: Data architecture, Knowledge graphs, Neo4j, Cypher, Data modeling, Retrieval-Augmented Generation, Snowflake, Airflow, Market Data We are building a groundbreaking, AI-native investment ecosystem designed to revolutionize how the world approaches investment decision-making. As we enter the greenfield elaboration phase, we are looking for a dynamic, hands-on Data Architect to join our core Program Team. You will be instrumental in designing the blueprints—from data models to AI infrastructure—that will power a platform serving everyone from massive wealth funds to private family offices. In this role, you will be the primary architect of a sophisticated Data Factory, ensuring that the data layer supports automated investment processes and advanced reasoning. Responsibilities Design and implement a Neo4j-powered Knowledge Graph as the central intelligence layer Incorporate GraphRAG to transform unstructured research into queryable entities with full source attribution Architect adaptive schema evolution with AI-driven feedback loops and genetic algorithm principles Develop a multi-dimensional asset ontology for cross-dimensional financial analysis Design and implement AI agents, agentic harnesses and reasoning frameworks Ensure investment decision traceability by linking research, strategies and portfolio actions in a lineage graph Identify and integrate structured, unstructured and semi-structured data sources Develop logical data models and establish comprehensive data catalogs with metadata registration Implement Role-Based Access Control (RBAC) and Property-Based Access Control for multi-tenant security Integrate temporal versioning and thin-pointer architecture for scalable, duplication-free data management Oversee real-time ingestion pipelines for market and operational data Document business transformations and establish rigorous data quality/lineage standards Requirements Expertise in Graph Technologies: Deep knowledge of Graph Data Science, Graph RAG and Cypher Core Stack: Proven experience with Snowflake and Airflow Financial Domain Knowledge: Experience with various Market Data sources and financial datasets Advanced AI Integration: A track record of architecture design for heavy AI-driven or AI-assisted systems Architectural Leadership: Strong background in Data Architecture, including the design of Data Factories (acquisition to consumption) Mentorship: Ability to teach and share knowledge on Cypher, Graph traversals and RAG methodologies with cross-functional teams Nice to have Experience with AWS cloud infrastructure Experience in greenfield project phases (Roadmap development, Backlog prioritization and Blueprinting) We offer We gather like-minded people: Top tech minds driving innovation in AI, cloud and digital platform modernization Supportive team and agile, startup-like culture Hybrid by design mode and opportunity to work remotely within Poland Chance to work abroad for up to 60 days annually Business-driven relocation opportunities We provide growth opportunities: Career development programs Thought leadership, mentoring, soft skills and well-being programs Certification (Anthropic, Gemini, GCP, Azure, AWS) English classes We cover it all: Stable pay Participation in the Employee Stock Purchase Plan with a 15% discount Benefits package (health insurance, multisport, shopping vouchers) Referral bonuses up to $2,000 Offices featuring entertainment and relaxation zones, table tennis and football, free snacks, coffee and more Corporate, social and well-being events Please, note: Benefits listed above are available to employees only We are open for working with Contractors. Terms of B2B cooperation agreements are agreed individually We will reach out to selected candidates exclusively EPAM is global leader in AI transformation engineering and integrated consulting, serving Forbes Global 2000 companies and ambitious startups. With over thirty years of expertise in custom software, product and platform engineering, we empower our clients to become AI-Native enterprises, driving measurable value from innovation and digital investments.