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Anyone starting at Deloitte Jan 11?!
Pizza on deck

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Has anyone else begun to resent data science?
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Data pipelining is a must ie. ability to
Write scalable, fault tolerant scripts to move data from one place to another.
Misread your question OP, best way would be either use python or/and SQL. A lot of the time is spent on performance tuning your script, handling very large dataset, using techniques like partitioning, parallel processing etc.
Any data engineering boot camp would be a good start or working on a project by yourself.
Coach
Pick a platform. Pick up pipelining. Pick up a framework. Get some experience with airflow... Learn cluster configuration and cost management in your preferred environment... know how to dig through a DAG.
ETL/ELT, data modeling, good to understand/know one of the cloud platforms(gcp, aws, azure), data warehousing, SQL, Python, big data tools/technologies.