II.
Specialization overview
Reference · livespecialization:data-engineering-analytics
specialization:data-engineering-analytics overview
Inspect the raw attributes, linked wiki pages, and inbound or outbound graph edges for specialization:data-engineering-analytics.
Attributes
No attributes.
Outgoing edges
specializes1
- domain:data-science·DomainData Science
uses_library2
- library:polars·LibraryPolars
- library:pandas·Librarypandas
uses_tool4
- tool:airflow·ToolApache Airflow
- tool:dagster·ToolDagster
- tool:databricks·ToolDatabricks
- tool:snowflake·ToolSnowflake
Incoming edges
applies_to21
- skill-area:feature-engineering-pipelines·SkillAreaData and Feature Engineering Pipelines
- skill-area:big-data-tools·SkillAreaBig Data Tools
- skill-area:ml-pipeline-testing·SkillAreaML Pipeline Testing
- skill-area:data-pipeline-testing·SkillAreaData Pipeline Testing
- skill-area:etl-testing·SkillAreaETL Testing
- skill-area:etl-pipelines·SkillAreaETL Pipelines
- skill-area:data-warehouse-modeling·SkillAreaData Warehouse Modeling
- skill-area:spark-jobs·SkillAreaApache Spark Jobs
- skill-area:dbt-modeling·SkillAreadbt Modeling
- skill-area:data-quality·SkillAreaData Quality
- skill-area:data-lineage·SkillAreaData Lineage
- skill-area:batch-vs-stream-tradeoffs·SkillAreaBatch vs Stream Tradeoffs
- skill-area:columnar-storage·SkillAreaColumnar Storage Formats
- skill-area:data-governance·SkillAreaData Governance
- skill-area:column-store-design·SkillAreaColumn Store Design
- skill-area:vector-database-design·SkillAreaVector Database Design
- skill-area:data-mesh-design·SkillAreaData Mesh Design
- skill-area:data-contract·SkillAreaData Contracts
- skill-area:real-time-analytics·SkillAreaReal-Time Analytics
- skill-area:stream-processing-design·SkillAreaStream Processing Design
- skill-area:product-analytics·SkillAreaProduct Analytics
contains8
- domain:business-intelligence·DomainBusiness Intelligence
- domain:market-data·DomainMarket Data
- domain:data-science·DomainData Science
- domain:smart-cities·DomainSmart Cities
- domain:recommendation-systems·DomainRecommendation Systems
- domain:search-engineering·DomainSearch Engineering
- domain:advertising-tech·DomainAdvertising Technology
- domain:social-media·DomainSocial Media
documents1
- page:library-data-engineering-analytics·PageData Engineering, Analytics, and BI Specialization (Library)
lib_belongs_to_specialization51
- lib-agent:data-engineering-analytics--bi-analytics-engineer·LibraryAgentBI Analytics Engineer Agent
- lib-agent:data-engineering-analytics--data-governance-steward·LibraryAgentData Governance Steward Agent
- lib-agent:data-engineering-analytics--data-orchestration-engineer·LibraryAgentData Orchestration Engineer Agent
- lib-agent:data-engineering-analytics--data-quality-engineer·LibraryAgentdata-quality-engineer
- lib-agent:data-engineering-analytics--data-warehouse-architect·LibraryAgentdata-warehouse-architect
- lib-agent:data-engineering-analytics--dbt-project-engineer·LibraryAgentdbt-project-engineer
- lib-agent:data-engineering-analytics--dimensional-modeler·LibraryAgentDimensional Modeler Agent
- lib-agent:data-engineering-analytics--migration-specialist·LibraryAgentMigration Specialist Agent
- lib-agent:data-engineering-analytics--ml-feature-engineer·LibraryAgentML Feature Engineer Agent
- lib-agent:data-engineering-analytics--streaming-pipeline-engineer·LibraryAgentStreaming Pipeline Engineer Agent
- lib-process:data-engineering-analytics--ab-testing-pipeline·LibraryProcessab-testing-pipeline
- lib-process:data-engineering-analytics--bi-dashboard·LibraryProcessbi-dashboard
- lib-process:data-engineering-analytics--data-catalog·LibraryProcessdata-catalog
- lib-process:data-engineering-analytics--data-lineage·LibraryProcessdata-lineage
- lib-process:data-engineering-analytics--data-quality-framework·LibraryProcessdata-quality-framework
- lib-process:data-engineering-analytics--data-warehouse-setup·LibraryProcessdata-warehouse-setup
- lib-process:data-engineering-analytics--dbt-model-development·LibraryProcessdbt-model-development
- lib-process:data-engineering-analytics--dbt-project-setup·LibraryProcessdbt-project-setup
- lib-process:data-engineering-analytics--dimensional-model·LibraryProcessdimensional-model
- lib-process:data-engineering-analytics--etl-elt-pipeline·LibraryProcessetl-elt-pipeline
- lib-process:data-engineering-analytics--feature-store·LibraryProcessfeature-store
- lib-process:data-engineering-analytics--incremental-model·LibraryProcessincremental-model
- lib-process:data-engineering-analytics--metrics-layer·LibraryProcessmetrics-layer
- lib-process:data-engineering-analytics--obt-creation·LibraryProcessobt-creation
- lib-process:data-engineering-analytics--pipeline-migration·LibraryProcesspipeline-migration
- lib-process:data-engineering-analytics--query-optimization·LibraryProcessquery-optimization
- lib-process:data-engineering-analytics--scd-implementation·LibraryProcessscd-implementation
- lib-process:data-engineering-analytics--streaming-pipeline·LibraryProcessstreaming-pipeline
- lib-skill:data-engineering-analytics--ab-test-statistical-analyzer·LibrarySkillA/B Test Statistical Analyzer
- lib-skill:data-engineering-analytics--airflow-dag-analyzer·LibrarySkillairflow-dag-analyzer
- lib-skill:data-engineering-analytics--apache-spark-optimizer·LibrarySkillApache Spark Optimizer
- lib-skill:data-engineering-analytics--batch-vs-stream-tradeoffs·LibrarySkillbatch-vs-stream-tradeoffs
- lib-skill:data-engineering-analytics--bi-semantic-layer-generator·LibrarySkillBI Semantic Layer Generator
- lib-skill:data-engineering-analytics--cdc-pattern-implementer·LibrarySkillCDC Pattern Implementer
- lib-skill:data-engineering-analytics--cost-optimizer·LibrarySkillCost Optimizer (Cloud Data Platforms)
- lib-skill:data-engineering-analytics--data-catalog-enricher·LibrarySkillData Catalog Enricher
- lib-skill:data-engineering-analytics--data-lineage-mapper·LibrarySkilldata-lineage-mapper
- lib-skill:data-engineering-analytics--data-quality-profiler·LibrarySkilldata-quality-profiler
- lib-skill:data-engineering-analytics--dbt-project-analyzer·LibrarySkilldbt-project-analyzer
- lib-skill:data-engineering-analytics--dimensional-model-validator·LibrarySkillDimensional Model Validator
- lib-skill:data-engineering-analytics--etl-testing·LibrarySkilletl-testing
- lib-skill:data-engineering-analytics--feature-engineering-optimizer·LibrarySkillFeature Engineering Optimizer
- lib-skill:data-engineering-analytics--great-expectations-generator·LibrarySkillGreat Expectations Generator
- lib-skill:data-engineering-analytics--incremental-model-strategy-selector·LibrarySkillIncremental Model Strategy Selector
- lib-skill:data-engineering-analytics--kafka-topic-designer·LibrarySkillKafka Topic Designer
- lib-skill:data-engineering-analytics--obt-design-optimizer·LibrarySkillOBT Design Optimizer
- lib-skill:data-engineering-analytics--scd-implementation-generator·LibrarySkillSCD Implementation Generator
- lib-skill:data-engineering-analytics--schema-evolution-manager·LibrarySkillSchema Evolution Manager
- lib-skill:data-engineering-analytics--spark-jobs·LibrarySkillspark-jobs
- lib-skill:data-engineering-analytics--sql-query-optimizer·LibrarySkillsql-query-optimizer
- lib-skill:data-engineering-analytics--stream-processing-windowing-designer·LibrarySkillStream Processing Windowing Designer
requires_skill5
- role:data-analyst·RoleData Analyst
- role:analytics-engineer·RoleAnalytics Engineer
- role:bi-developer·RoleBI Developer
- role:data-engineer·RoleData Engineer
- role:product-analyst·RoleProduct Analyst