EPAM Systems

Data Solution Architect

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SeniorOn-site·KrakówFull-time

#345521·Dodano 5 miesięcy temu·16

Źródło: EPAM Systems

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Tech Stack / Keywords

ArchitectureWeb Services

Firma i stanowisko

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.

Wymagania

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)

Obowiązki

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

Benefity

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
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
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

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EPAM Systems

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