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 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:
  • Engineering community of industry professionals
  • Friendly team and enjoyable working environment
  • Flexible schedule 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:
  • Outstanding career roadmap
  • Leadership development, career advising, soft skills, and well-being programs
  • Certification (GCP, Azure, AWS)
  • Unlimited access to LinkedIn Learning, Get Abstract, Cloud Guru
  • English classes
• We cover it all:
  • Stable income (Employment Contract or B2B)
  • Participation in the Employee Stock Purchase Plan
  • Benefits package (health insurance, multisport, shopping vouchers)
  • Strategically located offices featuring entertainment and relaxation zones, table tennis and football, free snacks, fantastic coffee, and more
  • Referral bonuses
  • Corporate, social and well-being events
• Please, note:
  • The set of bonuses might vary based on the role you apply for - specifics will be discussed with our recruiter during the general interview.
  • We will reach out to selected candidates exclusively.

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.