Data Scientist Vs Data Engineer Demand in 2022


Data Scientist

&NewLine;<p>The terms &OpenCurlyQuote;data science’&comma; &OpenCurlyQuote;big data analytics&comma;’ etc&period; are doing the rounds in the science and technology arena&period; With the help of big data analytics and raw data&comma; you can remove crucial business roadblocks&period; The Bureau of Labor Statistics forecasts a huge surge of 22&percnt; in job growth in the data science sector from 2020 to 2030&period; More and more businesses are now generating&comma; collecting&comma; as well as analyzing big data for running businesses&period;&nbsp&semi;<&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<p>When it comes to data science&comma; two main job profiles feature in the list &&num;8211&semi; one of a data scientist and the other of a data engineer&period; You will need a <a href&equals;"https&colon;&sol;&sol;imarticus&period;org&sol;post-graduate-program-in-data-analytics-and-machine-learning&sol;">Data Science certification<&sol;a> for both the job profiles&period; Initially many had an idea that both the profiles were the same with similar job roles&period; Now it is understood that there are differences between a data scientist and a data engineer&period; In this article&comma; we will discuss both the profiles and understand which one is more in demand in 2022&period;<&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<p>Read More&colon; <strong><a href&equals;"https&colon;&sol;&sol;www&period;indiumsoftware&period;com&sol;product-engineering&sol;">Product Engineering Services<&sol;a><&sol;strong><&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<h2 class&equals;"wp-block-heading">Brief background of data science job roles<&sol;h2>&NewLine;&NewLine;&NewLine;&NewLine;<p>Till three four years back&comma; we assumed there will be a huge gap in demand and supply in the data science market as demand for data scientists will surge&period; However&comma; this did not become true as many candidates took up data science courses aiming to choose a profession in the field&period; There was another assumption that with highly advanced automation tools&comma; there will be minimal requirements for data scientists in the industry&period;<&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<h2 class&equals;"wp-block-heading">Understanding the roles of data engineers and data scientists&nbsp&semi;<&sol;h2>&NewLine;&NewLine;&NewLine;&NewLine;<p>It is pretty difficult to give a clear answer to this question as both the profiles are related to data science&comma; which is a surging industry today&period;&nbsp&semi;<&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<p>It is expected that the data engineer will take full charge in the coming times and guide users through the foundation stages of data analysis and exploration&period; The engineer will not only prepare and clean the data&comma; but the job role will also require working across various platforms&comma; compiling different database systems&comma; handling disaster recovery&comma; and developing suitable queries&period; With solid big data skills&comma; the engineer should have thorough knowledge and experience in various programming languages like Scala&comma; Python&comma; and Java&period;&nbsp&semi;<&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<p>The role of a data scientist is more towards automation&period; The main aim of the scientist is to make use of various advanced tools for combating regular business challenges&period; In the coming future&comma; a data scientist will be more of a data analyst&comma; working with different tools&period; The scientist will use a combination of advanced models and packaged and propriety models for extracting insights from voluminous amounts of business data&period;&nbsp&semi;<&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<h2 class&equals;"wp-block-heading">Data scientist vs&period; data engineer &&num;8211&semi; Job demands in 2022<&sol;h2>&NewLine;&NewLine;&NewLine;&NewLine;<p>If you look closely&comma; you will see that a data engineer lays the total groundwork so that the data scientist can visualize and analyze data&period; Many tasks done by the data engineer make the working of a data scientist easier&period;&nbsp&semi;<&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<p>Industry experts opine that data engineers are more valuable than data scientists&period; Without their contribution&comma; no big data project will be successful&period; In the current scenario&comma; the demands of data engineers are higher as compared to data scientists&period;&nbsp&semi;<&sol;p>&NewLine;&NewLine;&NewLine;&NewLine;<h2 class&equals;"wp-block-heading">Conclusion<&sol;h2>&NewLine;&NewLine;&NewLine;&NewLine;<p>To summarize&comma; it is quite clear that in the present scenario&comma; you can make a good career with a data engineer profile&period; Imarticus Learning offers an excellent <a href&equals;"https&colon;&sol;&sol;imarticus&period;org&sol;post-graduate-program-in-data-analytics-and-machine-learning&sol;">data analytics course with placement<&sol;a> opportunities for interested candidates&period; Join the data analytics course and get assured placement in some of the leading companies looking for data science experts&period;<&sol;p>&NewLine;

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