Analytics engineer / Data Modeler
Owns the semantic layer and the graph model , where numbers become
deterministic and relationships traversable
Must-have experience
Dimensional modeling: star schema, conformed and slowly changing
dimensions
Snowflake semantic views, named metrics, row access policies, masking
policies
Cortex Analyst semantic models and the Verified Query Repository
Graph data modelling, node and edge design, ontology or taxonomy work
Entity resolution and alias mapping at enterprise scale
dbt Core, SQL, SQLFluff or equivalent linting
Python for transformation work
GCP BigQuery exposure an advantage
Owns
Semantic views, named metrics, verified queries
Graph schema and entity resolution against the alias map
SQL correctness and numbers-from-code discipline
Row access policy design, jointly with the DevOps seat