Modern Role · 02

Data Engineering / Analytics Engineering

Pipelines, warehouses, lakes, streaming, governance, and BI — the engineers who turn raw data into trustworthy business systems.

10 Roles
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RoleWhat They DoFind
Data EngineerBuilds pipelines that collect, clean, transform, and move data.Search →
Analytics EngineerCreates clean business-ready data models for reporting and dashboards.Search →
Data Platform EngineerBuilds the infrastructure that supports data warehouses, lakes, and lakehouses.Search →
Data Warehouse EngineerDesigns and manages structured business data systems.Search →
Data Lake EngineerManages large-scale raw data storage and processing.Search →
Real-Time Data EngineerBuilds streaming systems for live data, alerts, IoT, fintech, and trading.Search →
Big Data EngineerWorks with very large datasets using Spark, Hadoop, Databricks, Snowflake, etc.Search →
Data Quality EngineerEnsures data is accurate, complete, and reliable.Search →
Data Governance EngineerManages data privacy, lineage, access, compliance, and cataloging.Search →
Business Intelligence EngineerBuilds dashboards, reports, KPIs, and decision-support tools.Search →
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