{"id":904,"date":"2018-03-15T06:16:51","date_gmt":"2018-03-15T06:16:51","guid":{"rendered":"https:\/\/www.digitalnest.in\/blog\/?p=904"},"modified":"2025-01-30T11:17:50","modified_gmt":"2025-01-30T11:17:50","slug":"difference-between-data-scientist-data-analyst","status":"publish","type":"post","link":"https:\/\/www.digitalnest.in\/blog\/difference-between-data-scientist-data-analyst\/","title":{"rendered":"Difference between Data Scientist and Data Analyst"},"content":{"rendered":"<div id=\"bsf_rt_marker\"><\/div><p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]<strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-907\" src=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Data-Scientist-VS-Data-Analyst-Digital-nest-www.digitalnest.in_.png\" alt=\"Data Scientist VS Data Analyst - Digital nest - www.digitalnest.in, Who is a Data Scientist, Who is a Data Analyst, Qualification required for Data Analyst and Data Scientist, Roles and Responsibilities of Data Analyst and Data Scientist, Data Analyst Responsibilities, Data Scientist Responsibilities\" width=\"850\" height=\"428\" srcset=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Data-Scientist-VS-Data-Analyst-Digital-nest-www.digitalnest.in_.png 850w, https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Data-Scientist-VS-Data-Analyst-Digital-nest-www.digitalnest.in_-300x151.png 300w, https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Data-Scientist-VS-Data-Analyst-Digital-nest-www.digitalnest.in_-768x387.png 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p><strong>Data<\/strong> is everywhere, in the digital universe it will be expanding to 180 zetta-bytes in 2025. It\u00a0has only recently established to be analyzed to tease out insights that can help organizations increase their business. That\u2019s why more organizations are seeking professionals who can make sense and work on all the data.<\/p>\n<p>Data Science isn&#8217;t a rocket science. It is\u00a0easy enough to become a data scientist. Once after getting to know deeper about data analysis, it is just a matter of practicing newly-found skills well enough to become proficient.<\/p>\n<h2><strong>Who is a Data Scientist?<\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-909 aligncenter\" src=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Scientist-Digital-nest-www.digitalnest.in_.png\" alt=\"Who is a Data Scientist - Digital nest - www.digitalnest.in\" width=\"850\" height=\"420\" srcset=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Scientist-Digital-nest-www.digitalnest.in_.png 850w, https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Scientist-Digital-nest-www.digitalnest.in_-300x148.png 300w, https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Scientist-Digital-nest-www.digitalnest.in_-768x379.png 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><\/p>\n<p>The Data Scientist is considered to be the Rock Stars of the IT. Those are the ones who understand the data from a business perspective. They establish a compact foundation of computer applications, modeling, statistics and math. They always have great communication skills along with brilliance in business.\u00a0\u00a0They have the great problem-solving skills and choose the right problems,\u00a0which add the value to the organization.<\/p>\n<p><strong>Based on the skill set and work they do, Data Scientists can be categorized into 4 types.<\/strong><\/p>\n<ul>\n<li>Data Researcher<\/li>\n<li>Data Developers<\/li>\n<li>Data Creative<\/li>\n<li>Data Business people<\/li>\n<\/ul>\n<h3><strong>Who is a Data Analyst?<\/strong><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-908 aligncenter\" src=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Analyst-Digital-nest-www.digitalnest.in_.png\" alt=\"Who is a Data Analyst - Digital nest - www.digitalnest.in\" width=\"850\" height=\"420\" srcset=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Analyst-Digital-nest-www.digitalnest.in_.png 850w, https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Analyst-Digital-nest-www.digitalnest.in_-300x148.png 300w, https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Analyst-Digital-nest-www.digitalnest.in_-768x379.png 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><\/p>\n<p>Data Analysts also plays a major role in <strong><a href=\"https:\/\/www.digitalnest.in\/big-data-analytics-course-hyderabad-india\/\" target=\"_blank\" rel=\"noopener noreferrer\">Big Data<\/a><\/strong> and <strong><a href=\"https:\/\/www.digitalnest.in\/big-data-data-science-course-training-madhapur-hyderabad-india\/\" target=\"_blank\" rel=\"noopener noreferrer\">Data Science<\/a><\/strong>. They perform a variety of tasks related to collecting, classifying data and obtaining analytical information out of them. \u00a0They use the database of the organizations.<\/p>\n<p><strong>Based on the skill set and work they do, Data Analyst can also be categorized into 4 different types<\/strong><\/p>\n<ul>\n<li>Data Architects<\/li>\n<li>Database Administrators<\/li>\n<li>Analytics Engineer<\/li>\n<li>Operations<\/li>\n<\/ul>\n<h4><\/h4>\n<h4><strong>Qualification required for Data Analyst and Data Scientist<\/strong><\/h4>\n<p><strong>Data Analysts<\/strong><\/p>\n<ul>\n<li>Hands-on experience with data warehousing and business intelligence concepts.<\/li>\n<li>In-depth exposure to SQL and analytics.<\/li>\n<li>Strong knowledge of <a href=\"https:\/\/www.digitalnest.in\/big-data-hadoop-training-institute-hyderabad-india\/\" target=\"_blank\" rel=\"noopener noreferrer\">Hadoop<\/a> based analytics.<\/li>\n<li>Data Storing and retrieving skills and tools.<\/li>\n<li>Expertise in tools\u00a0and components of data architecture.<\/li>\n<li>Proficiency in decision making<\/li>\n<li>Familiar with various ETL tools \u2013 for transforming\u00a0\u00a0different sources of data into analytics data stores<\/li>\n<\/ul>\n<p><strong>Data Scientists<\/strong><\/p>\n<ul>\n<li>Knowledge of database\u00a0like MySQL.<\/li>\n<li>Knowledge of Java, Python MapReduce, R Programming.<\/li>\n<li>Knowledge of various analytical functions.<\/li>\n<li>Expertise in Mathematics, Statistics, correlation, data mining, and predictive analysis.<\/li>\n<li>Knowledge of Machine Learning, Clustering<\/li>\n<\/ul>\n<h5><\/h5>\n<h5><strong>Roles and Responsibilities of Data Analyst and Data Scientist<\/strong><\/h5>\n<h4><strong>Data Analyst Responsibilities<\/strong><\/h4>\n<ul>\n<li>Writes convention SQL queries to complex business problems.<\/li>\n<li>Analyzing and mining business data to identify correlations and discover patterns from various data points.<\/li>\n<li>Identify any data quality issues and partialities in data acquisition.<\/li>\n<li>Implements new metrics for business.<\/li>\n<li>Map and trace the data from system to system for solving a given business problem.<\/li>\n<li>Design and create data reports using various reporting tools that help business executive to take better decisions.<\/li>\n<\/ul>\n<p><strong>\u00a0<\/strong><strong>Data Scientist Responsibilities<\/strong><\/p>\n<ul>\n<li>Taking better decisions by\u00a0finding new features or products<\/li>\n<li>Data Cleansing and Processing<\/li>\n<li>Identify new business proposals.<\/li>\n<li>Develop innovative analytical methods and\u00a0machine learning models.<\/li>\n<li>Correlate disparate datasets.<\/li>\n<li>Conduct causality experiments by applying A\/B experiments or epidemiological approach to identify the root issues of an observed result.<\/li>\n<li>Data Storytellingand Visualization.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>The average salary for a Data Analyst is around $62,000 whereas for Data Scientist it would be $117,000. However, despite considering many differences between the job titles, one cannot be successful without the other. There has never been a better time to learn and step into this Data-driven era. You can get started now with the specially curated Big Data and Data Science course\u00a0by <a href=\"https:\/\/www.digitalnest.in\/\" target=\"_blank\" rel=\"noopener noreferrer\">Digital Nest<\/a>.<br \/>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data is everywhere, in the digital universe it will be expanding to 180 zetta-bytes in 2025. It\u00a0has only recently established to be analyzed to tease out insights that can help organizations increase their business. That\u2019s why more organizations are seeking professionals who can make sense and work on all the data. Data Science isn&#8217;t a rocket science. It is\u00a0easy enough to become a data scientist. Once after getting to know deeper about data analysis, it is just a matter of practicing newly-found skills well enough to become proficient. Who is a Data Scientist? The Data Scientist is considered to be the Rock Stars of the IT. Those are the ones who understand the data from a business perspective. They establish a compact foundation of computer applications, modeling, statistics and math. They always have great communication skills along with brilliance in business.\u00a0\u00a0They have the great problem-solving skills and choose the right problems,\u00a0which add the value to the organization. Based on the skill set and work they do, Data Scientists can be categorized into 4 types. Data Researcher Data Developers Data Creative Data Business people Who is a Data Analyst? Data Analysts also plays a major role in Big Data and Data [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":907,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<p><strong><img class=\"alignnone size-full wp-image-907\" src=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Data-Scientist-VS-Data-Analyst-Digital-nest-www.digitalnest.in_.png\" alt=\"Data Scientist VS Data Analyst - Digital nest - www.digitalnest.in, Who is a Data Scientist, Who is a Data Analyst, Qualification required for Data Analyst and Data Scientist, Roles and Responsibilities of Data Analyst and Data Scientist, Data Analyst Responsibilities, Data Scientist Responsibilities\" width=\"850\" height=\"428\" \/><\/strong><\/p><p><strong>Data<\/strong> is everywhere, in the digital universe it will be expanding to 180 zetta-bytes in 2025. It\u00a0has only recently established to be analyzed to tease out insights that can help organizations increase their business. That\u2019s why more organizations are seeking professionals who can make sense and work on all the data.<\/p><p>Data Science isn't a rocket science. It is\u00a0easy enough to become a data scientist. Once after getting to know deeper about data analysis, it is just a matter of practicing newly-found skills well enough to become proficient.<\/p><h2><strong>Who is a Data Scientist?<\/strong><\/h2><p><img class=\"size-full wp-image-909 aligncenter\" src=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Scientist-Digital-nest-www.digitalnest.in_.png\" alt=\"Who is a Data Scientist - Digital nest - www.digitalnest.in\" width=\"850\" height=\"420\" \/><\/p><p>The Data Scientist is considered to be the Rock Stars of the IT. Those are the ones who understand the data from a business perspective. They establish a compact foundation of computer applications, modeling, statistics and math. They always have great communication skills along with brilliance in business.\u00a0\u00a0They have the great problem-solving skills and choose the right problems,\u00a0which add the value to the organization.<\/p><p><strong>Based on the skill set and work they do, Data Scientists can be categorized into 4 types.<\/strong><\/p><ul><li>Data Researcher<\/li><li>Data Developers<\/li><li>Data Creative<\/li><li>Data Business people<\/li><\/ul><h3><strong>Who is a Data Analyst?<\/strong><\/h3><p><img class=\"size-full wp-image-908 aligncenter\" src=\"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Who-is-a-Data-Analyst-Digital-nest-www.digitalnest.in_.png\" alt=\"Who is a Data Analyst - Digital nest - www.digitalnest.in\" width=\"850\" height=\"420\" \/><\/p><p>Data Analysts also plays a major role in <strong><a href=\"https:\/\/www.digitalnest.in\/big-data-analytics-course-hyderabad-india\/\" target=\"_blank\" rel=\"noopener noreferrer\">Big Data<\/a><\/strong> and <strong><a href=\"https:\/\/www.digitalnest.in\/big-data-data-science-course-training-madhapur-hyderabad-india\/\" target=\"_blank\" rel=\"noopener noreferrer\">Data Science<\/a><\/strong>. They perform a variety of tasks related to collecting, classifying data and obtaining analytical information out of them. \u00a0They use the database of the organizations.<\/p><p><strong>Based on the skill set and work they do, Data Analyst can also be categorized into 4 different types<\/strong><\/p><ul><li>Data Architects<\/li><li>Database Administrators<\/li><li>Analytics Engineer<\/li><li>Operations<\/li><\/ul><h4>\u00a0<\/h4><h4><strong>Qualification required for Data Analyst and Data Scientist<\/strong><\/h4><p><strong>Data Analysts<\/strong><\/p><ul><li>Hands-on experience with data warehousing and business intelligence concepts.<\/li><li>In-depth exposure to SQL and analytics.<\/li><li>Strong knowledge of <a href=\"https:\/\/www.digitalnest.in\/big-data-hadoop-training-institute-hyderabad-india\/\" target=\"_blank\" rel=\"noopener noreferrer\">Hadoop<\/a> based analytics.<\/li><li>Data Storing and retrieving skills and tools.<\/li><li>Expertise in tools\u00a0and components of data architecture.<\/li><li>Proficiency in decision making<\/li><li>Familiar with various ETL tools \u2013 for transforming\u00a0\u00a0different sources of data into analytics data stores<\/li><\/ul><p><strong>Data Scientists<\/strong><\/p><ul><li>Knowledge of database\u00a0like MySQL.<\/li><li>Knowledge of Java, Python MapReduce, R Programming.<\/li><li>Knowledge of various analytical functions.<\/li><li>Expertise in Mathematics, Statistics, correlation, data mining, and predictive analysis.<\/li><li>Knowledge of Machine Learning, Clustering<\/li><\/ul><h5>\u00a0<\/h5><h5><strong>Roles and Responsibilities of Data Analyst and Data Scientist<\/strong><\/h5><h4><strong>Data Analyst Responsibilities<\/strong><\/h4><ul><li>Writes convention SQL queries to complex business problems.<\/li><li>Analyzing and mining business data to identify correlations and discover patterns from various data points.<\/li><li>Identify any data quality issues and partialities in data acquisition.<\/li><li>Implements new metrics for business.<\/li><li>Map and trace the data from system to system for solving a given business problem.<\/li><li>Design and create data reports using various reporting tools that help business executive to take better decisions.<\/li><\/ul><p><strong>\u00a0<\/strong><strong>Data Scientist Responsibilities<\/strong><\/p><ul><li>Taking better decisions by\u00a0finding new features or products<\/li><li>Data Cleansing and Processing<\/li><li>Identify new business proposals.<\/li><li>Develop innovative analytical methods and\u00a0machine learning models.<\/li><li>Correlate disparate datasets.<\/li><li>Conduct causality experiments by applying A\/B experiments or epidemiological approach to identify the root issues of an observed result.<\/li><li>Data Storytellingand Visualization.<\/li><\/ul><p>\u00a0<\/p><p>The average salary for a Data Analyst is around $62,000 whereas for Data Scientist it would be $117,000. However, despite considering many differences between the job titles, one cannot be successful without the other. There has never been a better time to learn and step into this Data-driven era. You can get started now with the specially curated Big Data and Data Science course\u00a0by <a href=\"https:\/\/www.digitalnest.in\/\" target=\"_blank\" rel=\"noopener noreferrer\">Digital Nest<\/a>.<\/p>","_et_gb_content_width":"","episode_type":"","audio_file":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","date_recorded":"","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","filesize_raw":"","footnotes":""},"categories":[2,4],"tags":[49,51,52,123,128,165,166],"series":[],"class_list":["post-904","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-big-data","category-data-science","tag-data-analyst-responsibilities","tag-data-scientist-responsibilities","tag-data-scientist-vs-data-analyst-digital-nest-www-digitalnest-in","tag-qualification-required-for-data-analyst-and-data-scientist","tag-roles-and-responsibilities-of-data-analyst-and-data-scientist","tag-who-is-a-data-analyst","tag-who-is-a-data-scientist"],"episode_featured_image":"https:\/\/www.digitalnest.in\/blog\/wp-content\/uploads\/2018\/03\/Data-Scientist-VS-Data-Analyst-Digital-nest-www.digitalnest.in_.png","episode_player_image":"https:\/\/www.digitalnest.in\/blog\/wp-content\/plugins\/seriously-simple-podcasting\/assets\/images\/no-album-art.png","download_link":"","player_link":"","audio_player":false,"episode_data":{"playerMode":"light","subscribeUrls":{"apple_podcasts":{"key":"apple_podcasts","url":"","label":"Apple Podcasts","class":"apple_podcasts","icon":"apple-podcasts.png"},"stitcher":{"key":"stitcher","url":"","label":"Stitcher","class":"stitcher","icon":"stitcher.png"},"google_podcasts":{"key":"google_podcasts","url":"","label":"Google Podcasts","class":"google_podcasts","icon":"google-podcasts.png"},"spotify":{"key":"spotify","url":"","label":"Spotify","class":"spotify","icon":"spotify.png"}},"rssFeedUrl":"https:\/\/www.digitalnest.in\/blog\/feed\/podcast\/digital-nest-blog","embedCode":"<blockquote class=\"wp-embedded-content\" data-secret=\"dKdEiJh0HW\"><a href=\"https:\/\/www.digitalnest.in\/blog\/difference-between-data-scientist-data-analyst\/\">Difference between Data Scientist and Data Analyst<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.digitalnest.in\/blog\/difference-between-data-scientist-data-analyst\/embed\/#?secret=dKdEiJh0HW\" width=\"500\" height=\"350\" title=\"&#8220;Difference between Data Scientist and Data Analyst&#8221; &#8212; Digital Nest Blog\" data-secret=\"dKdEiJh0HW\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\n\/*! 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