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Advanced Data Engineering Learning Path | 24-Week Mastery Program

This intensive 24-week program equips senior data engineers with the skills and knowledge to architect, build, and manage cutting-edge data platforms for complex organizations.

mysimulator teamUpdated June 2026≈ 3 min read▶ Open the simulation

Advanced Data Engineering Learning Path

A 24-week mastery journey for senior data engineers leading modern data platforms across batch, streaming, and AI workloads.

15–18 hrs during capstone

Platform archetypes: warehouse, lakehouse, mesh, hybrid ML

Modeling strategies: anchor modeling, data vault 2.0, semantic layers

Tool selection matrix: Snowflake, BigQuery, Databricks, Synapse, Redshift

live demo · related simulation● LIVE

Deliverables: Operational handbook, cost optimization plan, security a

Capstone — Global Commerce Data Transformation

Lead a cross-functional initiative to modernize a global commerce company’s analytics capabilities under regulatory and cost constraints.

Frequently asked questions

What is the salary range for a Principal Data Engineer?

Principal Data Engineer: $180k – $260k base + equity

What are the compensation expectations for a Head of Data Platform role?

Head of Data Platform: $220k – $320k base + equity

What is the typical salary range for a Director of Data Architecture position?

Director of Data Architecture: $210k – $300k base + bonus

Can you elaborate on the responsibilities associated with this data engineering role?

Role Responsibilities

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