Data Engineer Roadmap
Step by step guide to becoming an Android developer.
Ask AI about Data Engineer Roadmap
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1 Programming & Core Fundamentals
Programming Skills
Python
Java
Scala
Core Skills
Linux Basics
Networking Fundamentals
Distributed Systems
2 Data Storage
Relational Databases
PostgreSQL
MySQL
NoSQL Databases
MongoDB
Cassandra
Redis
Data Warehousing
Snowflake
Google BigQuery
Amazon Redshift
3 Data Processing (ETL/ELT)
Batch Processing
Apache Spark
Hadoop Ecosystem
Stream Processing
Apache Kafka
Apache Flink
AWS Kinesis
4 Workflow Orchestration
Apache Airflow
Prefect
Dagster
5 Cloud, Containers & Infrastructure
Cloud Providers
AWS
Google Cloud
Azure
Containers & Orchestration
Docker
Kubernetes
Infrastructure as Code
Terraform
AWS CDK / CloudFormation
6 Data Serving & BI
Tableau
Power BI
Looker
Streamlit
7 Data Governance & Security
Data Quality
Data Lineage
Metadata Management
Security & Privacy