Data Engineer: Semantics and Domain Models

Descrição do trabalho

  • Responsibilities
  • Define and maintain canonical domain entities such as suppliers, contracts, risks and obligations
  • Build semantic datasets that reflect real workflows and business logic
  • Model relationships, hierarchies and time-based changes explicitly
  • Ensure consistent definitions across products, analytics and automation
  • Design patterns for linking documents to structured entities
  • Support gradual evolution toward graph-based and retrieval-driven use cases
  • Collaborate with Product, AI and Engineering teams to align data with system behavior
  • Help remove duplicated and inconsistent logic from dashboards and downstream tools
  • What you will work with
  • Semantic layers built on top of lakehouse data
  • Domain-oriented datasets and views
  • Relationship-aware modelling patterns
  • Metadata, classification and descriptive attributes
  • Consumers including applications, analytics and automated workflows
  • Requirements
  • Experience with semantic or analytics engineering concepts
  • Strong understanding of domain modelling and data relationships
  • Ability to translate complex business processes into structured data
  • Comfort collaborating across product and engineering teams
  • Clear communication and attention to consistency and correctness
  • Interest in enabling automation and reasoning through better data design