Data Solution Architect

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 layerIncorporate GraphRAG to transform unstructured research into queryable entities with full source attributionArchitect adaptive schema evolution with AI-driven feedback loops and genetic algorithm principlesDevelop a multi-dimensional asset ontology for cross-dimensional financial analysisDesign and implement AI agents, agentic harnesses and reasoning frameworksEnsure investment decision traceability by linking research, strategies and portfolio actions in a lineage graphIdentify and integrate structured, unstructured and semi-structured data sourcesDevelop logical data models and establish comprehensive data catalogs with metadata registrationImplement Role-Based Access Control (RBAC) and Property-Based Access Control for multi-tenant securityIntegrate temporal versioning and thin-pointer architecture for scalable, duplication-free data managementOversee real-time ingestion pipelines for market and operational dataDocument business transformations and establish rigorous data quality/lineage standards Requirements Expertise in Graph Technologies: Deep knowledge of Graph Data Science, Graph RAG and CypherCore Stack: Proven experience with Snowflake and AirflowFinancial Domain Knowledge: Experience with various Market Data sources and financial datasetsAdvanced AI Integration: A track record of architecture design for heavy AI-driven or AI-assisted systemsArchitectural 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 infrastructureExperience 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 modernizationSupportive team and agile, startup-like cultureHybrid by design mode and opportunity to work remotely within PolandChance to work abroad for up to 60 days annuallyBusiness-driven relocation opportunitiesWe provide growth opportunities:Career development programsThought leadership, mentoring, soft skills and well-being programsCertification (Anthropic, Gemini, GCP, Azure, AWS)English classesWe cover it all:Stable payParticipation in the Employee Stock Purchase Plan with a 15% discountBenefits package (health insurance, multisport, shopping vouchers)Referral bonuses up to $2,000Offices featuring entertainment and relaxation zones, table tennis and football, free snacks, coffee and moreCorporate, social and well-being eventsPlease, note:Benefits listed above are available to employees onlyWe are open for working with Contractors. Terms of B2B cooperation agreements are agreed individuallyWe 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.