{"id":25263,"date":"2026-03-19T16:36:51","date_gmt":"2026-03-19T15:36:51","guid":{"rendered":"https:\/\/immune.institute\/?p=25263"},"modified":"2026-04-09T13:23:17","modified_gmt":"2026-04-09T11:23:17","slug":"profesiones-que-trabajan-con-datos","status":"publish","type":"post","link":"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/","title":{"rendered":"Perfiles profesionales que trabajan con datos y qu\u00e9 hace cada uno [Gu\u00eda 2026]"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Among all the professional profiles working with data, there are those who interpret it to support strategic decisions and those who design and maintain the infrastructure that allows it to be processed and accessed, in addition to specialised roles that apply <a href=\"https:\/\/immune.institute\/en\/blog\/mineria-de-datos-que-es-y-aplicaciones\/\">Advanced analysis<\/a> AI in specific contexts. To do a <a href=\"https:\/\/immune.institute\/en\/programas\/master-en-data-science-online\/\">Data Science Master<\/a> or a <a href=\"https:\/\/immune.institute\/en\/programas\/bootcamp-data-analytics\/\">Data Analytics Bootcamp<\/a> will allow you to put the functions of each profile into practice so that it is easier for you to choose and access them.<\/p>\n\n\n\n<nav aria-label=\"Table of Contents\" class=\"wp-block-table-of-contents\"><ol><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#data-scientist\">Data Scientist<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#data-analyst\">Data Analyst<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#data-engineer\">Data Engineer<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#ml-engineer\">ML Engineer<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#bi-specialist\">BI Specialist<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#data-architect\">Data Architect<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#cloud-data-engineer\">Cloud Data Engineer<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#specialized-data-scientist\">Specialised Data Scientist<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#product-data-analyst\">Product Data Analyst<\/a><\/li><li><a class=\"wp-block-table-of-contents__entry\" href=\"https:\/\/immune.institute\/en\/blog\/profesiones-que-trabajan-con-datos\/#real-time-data-engineer\">Real-Time Data Engineer<\/a><\/li><\/ol><\/nav>\n\n\n\n<h2 id=\"data-scientist\" class=\"wp-block-heading\">Data Scientist<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Data scientists are responsible for transforming large amounts of data into useful information that helps the company make strategic decisions. Their work goes beyond basic analysis: <strong>develop predictive models<\/strong> with which to anticipate trends.<br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These professionals must <strong>translate the results into clear conclusions<\/strong> for the various business areas, as well as working in a team with managers, analysts and data engineers to ensure that insights are applied correctly. A Data Scientist combines technical skills and analytical ability, which is precisely why they are one of the most sought-after profiles.<\/p>\n\n\n\n<h2 id=\"data-analyst\" class=\"wp-block-heading\">Data Analyst<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Data analysts <strong>convert raw data into useful information<\/strong> so that the organisation can make decisions in its day-to-day operations. Unlike a Data Scientist, this profile focuses on collecting and analysing data from different sources to then present it in dashboards that can be easily understood by any other member involved in the project.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A Data Analyst is usually part of departments of <strong>Market intelligence, finance, marketing or product<\/strong>, providing reliable information to reduce uncertainty in operations and strategies. They make complex data accessible to everyone.<\/p>\n\n\n\n<h2 id=\"data-engineer\" class=\"wp-block-heading\">Data Engineer<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Data engineers <strong>they take care of maintaining the infrastructure<\/strong> which allows for the storage, processing, and access of large volumes of information. They design pipelines that integrate data previously supervised by themselves to ensure accuracy and readiness for advanced analysis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Your work makes it possible for the system to grow and manage increasingly more data as needed over time. It sets you apart from other professional profiles with your vision for data architecture and your focus on scalability. They operate in <strong>highly technical environments <\/strong>and collaborate with both scientists and data analysts.<\/p>\n\n\n\n<h2 id=\"ml-engineer\" class=\"wp-block-heading\">ML Engineer<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The engineers <em>machine learning<\/em> They turn theoretical models developed by data scientists into tangible solutions that actually work. They improve algorithms so that they are <strong>Precise and stable in real time<\/strong>, which they also regularly monitor for potential performance biases.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The profile combines <strong>Statistics and predictive modelling<\/strong> so that the AI integrated into products or services can make automatic decisions. Your projects can include bespoke recommendation systems, fraud detection, process automation, or any other application where artificial intelligence adds value.<\/p>\n\n\n\n<h2 id=\"bi-specialist\" class=\"wp-block-heading\">BI Specialist<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The specialist's objective <em>Business intelligence<\/em> to translate complex data into <strong>Clear and structured information<\/strong> that it is useful for management. They provide a global view of the company's performance through reports compiled with indicators: sales, profitability, expenses, growth, or performance by area.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Likewise, they analyse the evolution of the business to <strong>Identify opportunities for improvement<\/strong> and anticipate possible risks. The BI Specialist is very business-oriented, helping to understand what is happening and why, which is why they are in strategy or finance departments.<\/p>\n\n\n\n<h2 id=\"data-architect\" class=\"wp-block-heading\">Data Architect<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The data architect defines how the <strong>organise and structure data<\/strong> within the business for information to circulate between different areas. This, therefore, includes the integration of multiple systems and data sources, as well as compliance with security and privacy regulations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The Data Architect coordinates with data engineers, among other professionals, to fulfil their strategic role: good data architecture facilitates organisational growth. <strong>without losing quality or control over the information.<\/strong><\/p>\n\n\n\n<h2 id=\"cloud-data-engineer\" class=\"wp-block-heading\">Cloud Data Engineer<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The Cloud Data Engineer is a data engineer who specialises in working with cloud systems, also designing <strong>storage and processing solutions <\/strong>in this environment. They are responsible for managing data flows between local systems and cloud platforms, as well as ensuring compliance with security regulations and optimising costs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This profile usually works in conjunction with <strong>Information security teams, data architects and data engineers<\/strong> in businesses that handle large amounts of data or that need to grow rapidly.<\/p>\n\n\n\n<h2 id=\"specialized-data-scientist\" class=\"wp-block-heading\">Specialised Data Scientist<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Un Specialized Data Scientist performs the same functions as a Data Scientist, although with a focus <strong>specialised in a specific sector<\/strong>Marketing, finance, health, artificial intelligence, etc. Applies advanced techniques and predictive models adapted to the needs of the activity in question.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This type of professional profile usually forms part of multidisciplinary teams that participate, for example, in <strong>Applied research projects or algorithm development<\/strong> for which knowledge of the business area and experience in advanced analytics are required.<\/p>\n\n\n\n<h2 id=\"product-data-analyst\" class=\"wp-block-heading\">Product Data Analyst<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The Product Data Analyst acts as a bridge between development, marketing, and business. They use data to improve products and services starting from the <strong><a href=\"https:\/\/immune.institute\/en\/blog\/proyecto-con-ia-generativa-10-herramientas\/\">Analysis of platform metrics<\/a><\/strong> digital data to identify behavioural patterns and improvement opportunities: prioritising functionalities, enhancing user experience, increasing <em>engagement<\/em> and the income.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Usually participates in <strong>projects <em>software<\/em> o <em>e-commerce<\/em><\/strong>, among others. Its aim is to translate complex information into actions that make products attractive and profitable.<\/p>\n\n\n\n<h2 id=\"real-time-data-engineer\" class=\"wp-block-heading\">Real-Time Data Engineer<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The Real-Time Data Engineer specialises in <a href=\"https:\/\/immune.institute\/en\/blog\/que-es-el-data-fabric-y-ventajas\/\">design systems<\/a> What <strong>processes real-time data streams<\/strong> so that information reaches those who need it without delay. Their work involves optimising the infrastructure to handle large volumes of data and collaborating with data scientists and engineers from <em>machine learning<\/em> in artificial intelligence projects.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This profile is key in sectors such as <strong>finance, telecommunications, logistics or the Internet of Things,<\/strong> where every second counts and any delay can mean a loss of opportunities or revenue.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Choosing the right career path depends on your skills and career interests. If you\u2019re not sure, a<strong> specific training in data science <\/strong>It will provide you with theoretical and practical knowledge, as well as the technical and analytical skills required to take on any of these roles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you\u2019re interested in this topic and would like to explore the world of data in more depth, please fill in your contact details in the form below.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>Interpretar datos, dise\u00f1ar sistemas o especializarse en IA. Estos son los<br \/>\nperfiles profesionales a los que puedes acceder con la formaci\u00f3n adecuada.<\/p>","protected":false},"author":13,"featured_media":25284,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"ai_generated_summary":"","footnotes":""},"categories":[1,154,155],"tags":[115],"class_list":["post-25263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-business-analytics","category-data-science","tag-data-science"],"acf":[],"_links":{"self":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/posts\/25263","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/comments?post=25263"}],"version-history":[{"count":0,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/posts\/25263\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media\/25284"}],"wp:attachment":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media?parent=25263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/categories?post=25263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/tags?post=25263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}