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Data Solution Architect
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SeniorFull-time
#345521·Dodano wczoraj·0
Źródło: EPAM SystemsTech 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
Oferta
- 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
Elastyczne godziny
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Dofinansowanie szkoleń
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EPAM Systems
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