II.
SkillArea overview
Reference · liveskill-area:dbt-modeling
dbt Modeling overview
Analytics engineering with dbt — sources/models/tests, refs, incremental materializations, and exposures.
Attributes
displayName
dbt Modeling
description
Analytics engineering with dbt — sources/models/tests, refs,
incremental materializations, and exposures.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to1
- specialization:data-engineering-analytics·Specialization
Incoming edges
lib_requires_skill_area5
- lib-agent:data-engineering-analytics--dbt-project-engineer·LibraryAgentdbt-project-engineer
- lib-agent:data-engineering-analytics--dimensional-modeler·LibraryAgentDimensional Modeler Agent
- lib-skill:data-engineering-analytics--dbt-project-analyzer·LibrarySkilldbt-project-analyzer
- lib-skill:data-engineering-analytics--incremental-model-strategy-selector·LibrarySkillIncremental Model Strategy Selector
- lib-skill:data-engineering-analytics--scd-implementation-generator·LibrarySkillSCD Implementation Generator
prerequisite_for_learning1
- skill-area:data-analysis·SkillAreaData Analysis
requires_expertise4
- role:data-scientist·RoleData Scientist
- role:data-engineer·RoleData Engineer
- role:etl-developer·RoleETL Developer
- role:business-intelligence-analyst·RoleBusiness Intelligence Analyst
requires_skill_area7
- stack-profile:data-lakehouse·StackProfileData Lakehouse Stack (Databricks, Spark, Delta Lake, dbt, Airflow)
- stack-profile:batch-processing·StackProfileBatch Processing (Airflow + dbt + PostgreSQL + Python + S3)
- stack-profile:hr-people-analytics·StackProfileHR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI)
- stack-profile:data-warehouse-bi·StackProfileData Warehouse / BI Stack (dbt, BigQuery, Metabase/Looker, Python, Airflow)
- stack-profile:data-quality-governance·StackProfileData Quality / Governance Stack (Great Expectations, dbt, Airflow, PostgreSQL, Python)
- stack-profile:data-pipeline-orchestration·StackProfileData Pipeline Orchestration (Python, Airflow, dbt, PostgreSQL, Docker)
- stack-profile:real-time-analytics-stack·StackProfileReal-Time Analytics Stack (Kafka, ClickHouse, Grafana, dbt)