Data Solution Architect | Senior Management

Beschreibung

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)

Anforderungen

• 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

Zakres obowiązków

• 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

Seniority

• Senior Management

Mile widziane

• Experience with AWS cloud infrastructure

• Experience in greenfield project phases (Roadmap development, Backlog prioritization and Blueprinting)