Career Growth

Professional development strategies for data engineering career advancement.

Quick Start

# Data Engineer Portfolio Checklist

## Required Projects (Pick 3-5)
- [ ] End-to-end ETL pipeline (Airflow + dbt)
- [ ] Real-time streaming project (Kafka/Spark Streaming)
- [ ] Data warehouse design (Snowflake/BigQuery)
- [ ] ML pipeline with MLOps (MLflow)
- [ ] API for data access (FastAPI)