data-engineer
Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.
Target: Learning & research. Automatically collected · unverified.
Excerpt from the author’s documentation
Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.
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Topics in the source
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Modern Data Stack & Architecture
- Batch Processing & ETL/ELT
You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure. Designing batch or streaming data pipelines Building data warehouses or lakehouse architectures Implementing data quality, lineage, or governance You only need exploratory data analysis You are doing ML model development without pipelines You cannot access data sources or storage systems 1. Define sources, SLAs, and data contracts. 2. Choose architecture, storage, and orchestration tools. 3. Implement ingestion, transformation, and validation. 4. Monitor quality, costs, and operational reliability. Protect PII and enforce least-privilege access. Validate data before writing to production sinks. Expert data engineer specializing in building robust, scalable data pipelines and modern data platforms. Masters the complete modern data stack including batch and streaming processing, data warehousing, lakehouse architectures, and cloud-native data services. Focuses on reliable, performant, and cost-effective data solutions. Data lakehouse architectures with Delta Lake, Apache Iceberg, and Apache Hudi Cloud data warehouses: Snowflake, BigQuery, Redshift, Databricks SQL D
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- Source repository
- davila7/claude-code-templates
- Source file
- cli-tool/components/skills/ai-research/data-engineer/SKILL.md
- Fixed revision
- 21be197f100a12b8d0dd9a211cc244c8179f84d3
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This record was collected automatically. Its documentation, suitability and runtime behavior have not been manually verified.
Author: davila7/claude-code-templates · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-09T14:01:43.021Z.
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