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three different types of data science are depicted in this graphic above the words data engineer, data scientist, and data scientist
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Data Analyst

🚨 Data Role Confusion Alert! Too often, I come across job descriptions—and even entire teams—that blur the lines between Data Analyst, Data Engineer, and Data Scientist. Let’s clear it up 👇 🔍 Data Analyst Interprets existing data to support business decisions. Tools: Excel, SQL, Power BI, Tableau, Python (occasionally) Key Questions: What happened? Why did it happen? 🛠️ Data Engineer Builds the infrastructure and pipelines for collecting, cleaning, and delivering data. Tools: SQL, Python, Spark, Airflow, AWS/Azure/GCP Focus: How can we make data accessible, scalable, and reliable? #DataAnalytics #DataScience #DataEngineering #BusinessIntelligence #CareerInData #DataDriven #AnalyticsCulture #ShubhojitKhan
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Shubhojit Khan

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