Data Solution Architect

Expected, Snowflake, Airflow

Operating system, Windows

About the project, 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.

Your 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

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

Optional, Experience with AWS cloud infrastructure, Experience in greenfield project phases (Roadmap development, Backlog prioritization and Blueprinting)

What 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

This is how we work on a project, Continuous Deployment, Continuous Integration

Development opportunities we offer, conferences in Poland, development budget, external training, industry-specific e-learning platforms, intracompany training, mentoring, soft skills training, space for experimenting, substantive support from technological leaders, support of IT events, technical knowledge exchange within the company

Benefits, private medical care, life insurance, flexible working time, fruits, integration events, retirement pension plan, no dress code, video games at work, coffee / tea, parking space for employees, leisure zone, employee referral program, charity initiatives

Recruitment stages, Recruiter Interview (30 min), Technical Interview (90 min), Manager Interview (60 min), Meeting with the Project Team or Client (60 min, optional), Welcome Aboard!

EPAM Systems (Poland) sp. z o.o., EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.