Initial Data Engineer archetype

src/archetypes/core-data-engineer-archetype.md

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+---
+title: Core Data Engineer Archetype
+description: >
+    The Core Data Engineer represents represents the foundation of data excellence, enabling organizations to leverage the power of data through robust, scalable, and efficient systems. This archetype embodies the essential competencies required to design, build, and maintain data pipelines, storage solutions, data modelling and processing frameworks.
+
+    Data Engineers focus on solving real-world problems through data, ensuring reliability, performance, and security while collaborating with data scientists, analysts, and software engineers. Mastery in this role requires not only technical expertise but also a mindset of continuous improvement, automation, and value-driven delivery.
+
+    This archetype serves as a roadmap for professionals shaping their careers in data engineering, from foundational skills to advanced mastery.
+skill_stages:
+  - name: "Novice"
+    topics:
+      - sql-basics
+      - data-pipeline-basics
+      - data-structures
+      - relational-databases
+  - name: "Advanced Beginner"
+    topics: 
+      - advanced-sql 
+      - advanced-data-pipeline
+      - nosql-databases
+      - cloud-native-data-platform
+      - workflow-orchestration
+      - monitoring-and-observability
+      - agile-basics
+      - version-control-systems
+      - continuous-integration
+  - name: "Competent"
+    topics:
+      - dataops-mindset
+      - data-modeling-and-databases
+      - data-quality-and-validation
+      - distributed-systems-theory-and-practices
+      - data-streaming-platforms
+      - metadata-management
+      - continuous-delivery
+  - name: "Proficient"
+    topics:
+      - ml-engineering-integration
+      - data-security-compliance
+      - performance-and-scalability
+      - cloud-computing
+      - data-governance
+      - mentoring-and-coaching
+      - effective-collaboration
+  - name: "Expert"
+    topics:
+      - profiling-and-performance-tuning
+      - data-platform-economic-impact-analysis
+---
+
+# Core Data Engineer Archetype
+
+{{ render_description() }}
+
+{{ render_skill_stages() }}

src/topics/advanced-data-pipeline.md

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+---
+title: Advanced Data Pipeline
+description: >
+  An introduction to mastering your advanced Data Pipeline.
+learning_resources:
+  []
+cross_references:
+  - data-pipeline-basics
+---
+
+# Advanced Data Pipeline
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/advanced-sql.md

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+---
+title: Advanced SQL
+description: >
+  An introduction to mastering your advanced SQL.
+learning_resources:
+  - type: "external_link"
+    title: "Advanced SQL Tutorial Introduction"
+    url: "https://datalemur.com/sql-tutorial/advanced-sql-tutorial-intro"
+cross_references:
+  - sql-basics
+---
+
+# Advanced SQL
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/cloud-native-data-platform.md

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+---
+title: Cloud Native Data Platform
+description: >
+  An introduction to mastering your Cloud Native Data Platform.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Cloud Native Data Platform
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/data-governance.md

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+---
+title: Data Governance
+description: >
+  An introduction to mastering your Data Governance.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Data Governance
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/data-pipeline-basics.md

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+---
+title: Data Pipeline Basics
+description: >
+  An introduction to mastering your Data Pipeline Basics.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Data Pipeline Basics
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/data-platform-economic-impact-analysis.md

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+---
+title: Data Platform Economic Impact Analysis
+description: >
+  An introduction to mastering your Data Platform Economic Impact Analysis.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Data Platform Economic Impact Analysis
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/data-quality-and-validation.md

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+---
+title: Data Quality And Validation
+description: >
+  An introduction to mastering your Data Quality And Validation.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Data Quality And Validation
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/data-security-compliance.md

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+---
+title: Data Security Compliance
+description: >
+  An introduction to mastering your Data Security Compliance.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Data Security Compliance
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/data-streaming-platforms.md

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+---
+title: Data Streaming Platforms
+description: >
+  An introduction to mastering your Data Streaming Platforms.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Data Streaming Platforms
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/dataops-mindset.md

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+---
+title: DataOps Mindset
+description: >
+  An introduction to mastering your DataOps Mindset.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# DataOps Mindset
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/metadata-management.md

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+---
+title: Metadata Management
+description: >
+  An introduction to mastering your Metadata Management.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Metadata Management
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/ml-engineering-integration.md

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+---
+title: ML Engineering Integration
+description: >
+  An introduction to mastering your ML Engineering Integration.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# ML Engineering Integration
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}

src/topics/sql-basics.md

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+---
+title: SQL Basics
+description: >
+  An introduction to mastering your SQL.
+learning_resources:
+  - type: "external_link"
+    title: "Introduction to SQL (w3schools)"
+    url: "https://www.w3schools.com/sql/default.asp"
+---
+
+# SQL Basics
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}

src/topics/workflow-orchestration.md

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+---
+title: Workflow Orchestration
+description: >
+  An introduction to mastering your Workflow Orchestration.
+learning_resources:
+  []
+cross_references:
+  []
+---
+
+# Workflow Orchestration
+
+{{ render_description() }}
+
+{{ render_learning_resources() }}
+
+{{ render_cross_references() }}