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Lately I have been analyzing Job positions in Data Domain and figured out that. Data Domain is Divided in 5 positions 1. DATA SCIENTIST (30%) 2. BIG DATA ENGINEER (15%) 3. DATA ENGINEER (ETL DEVELOPER) (25%) 4. DATA BASE ADMINISTRATOR (20%) ANALYST/BI ANALYST (20%)%: percent of openings My Estimation is that BI and Data scientist merge in future. Mediocre and low level work of Data scientists (ML, python, SQL, Stats) will be replicated and done in BI tool and advanced level of work will be done by Data scientists where accuracy of data models make developer sustain their life. Every company will adopt one Analytic team for their organisation trends and insights whew every team will have BI analyst(Tableau, Power bi) and Data scientist. Big data Developer who relies on extracting data and transformation will be in good position for near future as MNC companies wont rely on Enterprise ETL tool and rely on writing code in Scala, Spark and Airflow, Streaming data kafka, etc but storage layer may shift to Cloud like s3, data lake, etc and hadoop will be replaced for major part.
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