Opis oferty

Data Solution Architect w Kraków, Polska

EPAM Systems (Poland) sp. z o.o.

Kraków, Polska

1 dzień temu

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

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

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

Ładowanie podobnych ofert…

Opis oferty

EPAM Systems (Poland) sp. z o.o.

Kraków, Polska

1 dzień temu

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

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

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

Ładowanie podobnych ofert…