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Data Engineering & ETL Prompts Prompts

Prompts for data pipelines, ETL workflows, data warehouse design, Apache Airflow DAGs, dbt models, and data quality frameworks.

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Data Engineering & ETL Prompts

Copy-ready templates with fillable placeholders.

15 prompts found

Data Engineering & ETL Prompts

Featured

Claude/ChatGPT Prompt to Design an Airflow ETL Pipeline with Quality Checks

Airflow DAG for a daily ETL: sensors, backoff retries, SLA alerts, Great Expectations checks, idempotent tasks, and...

[source] [tool] [warehouse]

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Data Engineering & ETL Prompts

Claude/ChatGPT Prompt to Define dbt Modeling Standards for a New Project

Get a dbt blueprint: staging/intermediate/marts layout, naming, testing, freshness and incremental models, with a st...

[warehouse] [team size] [sources]

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Data Engineering & ETL Prompts

Claude/ChatGPT Prompt to Design a Kafka Topic and Schema Strategy

Kafka topic design for an event domain: naming, partitioning, retention, compaction, Schema Registry evolution rules...

[use case] [throughput] [ordering needs]

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Data Engineering & ETL Prompts

Claude/ChatGPT Prompt to Design a Postgres-to-Warehouse CDC Pipeline

Change data capture from Postgres to a warehouse via Debezium and Kafka: replication setup, schema evolution, backfi...

[warehouse] [tables] [lag tolerance]

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Data Engineering & ETL Prompts

Claude/ChatGPT Prompt to Build a Great Expectations Data Quality Suite

Generate a production Great Expectations test suite for a critical table: schema, nulls, ranges, FK checks, and drif...

[table] [warehouse] [primary key] +1

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Data Engineering & ETL Prompts

Claude · ChatGPT · Data Engineering +1

Featured

Apache Airflow DAG Builder for Data Pipelines

Generate production-ready Airflow DAGs with task dependencies, error handling, SLA monitoring, and dynamic task gene...

[pipeline purpose] [schedule interval] [data sources] +8

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Data Engineering & ETL Prompts

Claude · ChatGPT · Data Engineering +1

Featured

dbt Model Architecture Design

Design a layered dbt project structure with staging, intermediate, and mart models following best practices for modu...

[business domain] [raw schema] [source count] +9

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Data Engineering & ETL Prompts

Claude · ChatGPT · Data Engineering +1

Data Warehouse Schema Design

Design a data warehouse schema with fact and dimension tables, slowly changing dimensions, and query-optimized parti...

[business context] [warehouse platform] [business process] +9

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Data Engineering & ETL Prompts

Claude · ChatGPT · Data Engineering +1

ETL Pipeline Error Handling Framework

Design a robust error handling framework for ETL pipelines with dead letter queues, retry strategies, data quarantin...

[pipeline type] [data volume] [tech stack] +8

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Data Engineering & ETL Prompts

Claude · ChatGPT · Data Engineering +1

Data Quality Validation Framework

Build a data quality framework with schema validation, statistical anomaly detection, referential integrity checks,...

[data environment] [table count] [total volume] +11

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Data Engineering & ETL Prompts

Claude · ChatGPT · Data Engineering +1

Streaming Pipeline with Kafka

Design a real-time streaming data pipeline using Apache Kafka with schema registry, consumer groups, and exactly-onc...

[streaming use case] [event volume] [event sources] +14

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Data Engineering & ETL Prompts

Claude · ChatGPT · Data Engineering +1

Data Lake Organization Strategy

Design a data lake structure with medallion architecture, partitioning strategies, file format selection, and access...

[bucket name] [organization type] [storage platform] +16

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Data Engineering & ETL Prompts Prompts

Data Engineering & ETL Prompts

Claude/ChatGPT Prompt to Design an Airflow ETL Pipeline with Quality Checks

Claude/ChatGPT Prompt to Define dbt Modeling Standards for a New Project

Claude/ChatGPT Prompt to Design a Kafka Topic and Schema Strategy

Claude/ChatGPT Prompt to Design a Postgres-to-Warehouse CDC Pipeline

Claude/ChatGPT Prompt to Build a Great Expectations Data Quality Suite

Apache Airflow DAG Builder for Data Pipelines

dbt Model Architecture Design

Data Warehouse Schema Design

ETL Pipeline Error Handling Framework

Data Quality Validation Framework

Streaming Pipeline with Kafka

Data Lake Organization Strategy

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