In this role you will own the transformation layer with dbt, building modular data models and a reliable semantic layer to power analytics and AI agents. You will define and maintain core business metrics, model SaaS data across product, CRM, and support data, and collaborate with cross-functional teams to ensure data quality and self-service. You’ll shape how data is consumed across analytics, product, and AI use cases, enabling scalable, trusted insights. This is a mission-driven opportunity to advance data infrastructure that supports security awareness scale-ups in Europe.
Pay / Benefits
flexible hours
33 vacation days
wellbeing and financial support
virtual events
local meet-ups
tech equipment
Responsibilities
Design, build, and maintain modular dbt data models that structure and consume data across the company
Define and implement core metrics (activation, engagement, retention) as reusable data assets
Model complex SaaS data by integrating product events, Salesforce CRM, and support data into dimensional models
Develop and evolve the semantic layer to support KPI definitions and downstream consumers, including AI analytics agents
Collaborate with Data Engineers on upstream data contracts and event schemas to ensure scalable analytics
Establish and enforce data quality, testing, and documentation as part of the development lifecycle
Document models, metrics, and lineage to enable self-service and reduce ambiguity across teams
Key requirements
5+ years in analytics engineering or data engineering with a focus on data modeling
Strong proficiency in dbt and SQL
Solid understanding of dimensional modeling and metric design
Experience with cloud data warehouses (BigQuery, Snowflake, or Redshift)
Experience with metrics/semantic layers (e.g. dbt metrics, MetricFlow, Cube)
Strong data quality mindset (testing, validation, monitoring)
Comfortable with event-based data and cross-functional collaboration
Ability to turn ambiguous business questions into clear data models
Strong business acumen and ability to challenge metric definitions
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