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Roadmaps/Data Engineer / Analytics Engineer

Data Engineer

Build high-throughput batch and streaming data pipelines with Apache Spark, Airflow, Kafka, Snowflake, and dbt.

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01

SQL & Data Modeling

Dimensional modeling, star schemas, and distributed query engines. • ~6 weeks

02

Streaming Pipelines & Spark

Event ingestion with Kafka and large-scale data processing with Spark. • ~10 weeks