{"id":28219,"date":"2026-06-17T12:51:48","date_gmt":"2026-06-17T10:51:48","guid":{"rendered":"https:\/\/immune.institute\/?post_type=eventos&#038;p=28219"},"modified":"2026-07-07T10:24:41","modified_gmt":"2026-07-07T08:24:41","slug":"de-junior-a-senior-en-data-science-el-factor-diferencial-260701","status":"publish","type":"eventos","link":"https:\/\/immune.institute\/en\/eventos\/de-junior-a-senior-en-data-science-el-factor-diferencial-260701\/","title":{"rendered":"From Junior to Senior in Data Science: The Differentiating Factor"},"content":{"rendered":"<div class=\"wp-block-cover alignfull is-style-section has-background-color has-text-color has-link-color wp-elements-0f3e78fc3da947814fec93ec3d6890f4 is-style-section--1\" style=\"border-top-color:var(--wp--preset--color--border-dark);min-height:50vh;aspect-ratio:unset;\"><img decoding=\"async\" width=\"1921\" height=\"1081\" class=\"wp-block-cover__image-background wp-image-28233 size-full\" alt=\"\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/WORKSHOP_01_07__1920X1080-fondo.webp\" data-object-fit=\"cover\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/WORKSHOP_01_07__1920X1080-fondo.webp 1921w, https:\/\/immune.institute\/wp-content\/uploads\/WORKSHOP_01_07__1920X1080-fondo-512x288.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/WORKSHOP_01_07__1920X1080-fondo-1024x576.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/WORKSHOP_01_07__1920X1080-fondo-256x144.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/WORKSHOP_01_07__1920X1080-fondo-768x432.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/WORKSHOP_01_07__1920X1080-fondo-1536x864.webp 1536w, https:\/\/immune.institute\/wp-content\/uploads\/WORKSHOP_01_07__1920X1080-fondo-18x10.webp 18w\" sizes=\"(max-width: 1921px) 100vw, 1921px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim wp-block-cover__gradient-background has-background-gradient has-dark-gradient-background\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-style-section-inner is-layout-flow wp-block-group-is-layout-flow is-style-section-inner--2\" style=\"border-style:none;border-width:0px\"><h1 class=\"is-style-prose wp-custom-css-faa636ca wp-block-post-title has-custom-css\">From Junior to Senior in Data Science: The Differentiating Factor<\/h1>\n\n\n<p class=\"has-custom-css wp-custom-css-8d1b47d3 wp-block-paragraph\">Online masterclass to learn how to go from executing code to designing robust models with scientific rigour, technical judgement, and real business impact.<\/p>\n\n\n\n<div class=\"wp-block-group is-layout-flow wp-container-core-group-is-layout-03324502 wp-block-group-is-layout-flow\">\n<p class=\"has-secondary-text-color has-text-color has-link-color wp-elements-9b7f41fd2c89d86a00e447d71b667ea8 wp-block-paragraph\">Workshop<\/p>\n\n\n\n<p class=\"has-secondary-text-color has-text-color has-link-color wp-elements-d587ed3ea30132627857d9f10bf99c08 wp-block-paragraph\">Online<\/p>\n\n\n\n<p class=\"has-secondary-text-color has-text-color has-link-color wp-elements-0b4a64e5c6a74294827356575d8bc0da wp-block-paragraph\">July 1, 2026<\/p>\n\n\n\n<p class=\"has-secondary-text-color has-text-color has-link-color wp-elements-ece76e49f7bcc34ec18cbfe3e8b6d52d wp-block-paragraph\">17:30.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<main class=\"wp-block-group alignfull is-style-section is-layout-constrained wp-block-group-is-layout-constrained is-style-section--3\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-b2e75d53 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-style-section-inner is-layout-flow wp-block-column-is-layout-flow is-style-section-inner--4\" style=\"flex-basis:60%\">\n<p class=\"wp-block-paragraph\">Many data professionals remain at the junior level because they believe the next step solely involves learning more complex libraries.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Technical expertise is necessary, but no longer sufficient.<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In real-world environments, a senior profile doesn't just train models. They define problems, question hypotheses, validate results, anticipate risks, understand the business, and know how to defend decisions to technical and non-technical stakeholders.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this masterclass, you will learn what distinguishes a Data Scientist who executes tasks from a technical leader capable of designing reliable, explainable solutions aligned with business objectives.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI has made many technical tasks more accessible.<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Today it's easier to train models, generate code, test libraries, or build rapid prototypes. But that ease has also raised the professional bar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In an increasingly competitive market, knowing how to use tools is no longer enough to set yourself apart.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What makes the difference is judgement: understanding what's behind the model, knowing when a metric is misleading, detecting risks before production, connecting analysis to the business, and clearly communicating why a solution makes sense.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The leap from junior to senior in Data Science begins when you stop asking only \u201cwhat model do I use?\u201d and start asking yourself:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Am I solving the right problem?<\/li>\n\n\n\n<li>Are the data reliable?<\/li>\n\n\n\n<li>Will the model hold up in production?<\/li>\n\n\n\n<li>Can I explain this decision to business, IT, audit, or risk?<\/li>\n\n\n\n<li>Does the outcome have a real impact?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This masterclass is designed to help you answer those questions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why attend<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A session to understand what senior level really requires<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In Data Science, growing professionally isn't just about accumulating tools.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It involves developing technical depth, business acumen, and decision-making ability.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">During the session, Jorge C. Rella will explain how to evolve from an execution mindset to a more strategic, scientific, and impact-oriented way of working.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Assisting you will help you to:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Understand what the market expects from a senior profile in Data Science.<\/li>\n\n\n\n<li>To identify the limits of an approach based solely on code and libraries.<\/li>\n\n\n\n<li>Develop criteria for designing more robust models.<\/li>\n\n\n\n<li>Connect your technical work with business decisions.<\/li>\n\n\n\n<li>Anticipate risks before taking models into production.<\/li>\n\n\n\n<li>Communicating your results better to non-technical audiences.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">What will you take away from the masterclass<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Advanced technical depth<\/strong> Here's why understanding the statistical and mathematical foundation of what you do is your primary protection in a market saturated with profiles that rely too heavily on automated solutions or generated code. You'll see why a senior profile needs to go beyond using libraries and understand assumptions, distributions, validation, metrics, biases, and model limitations.<\/li>\n\n\n\n<li><strong>Macro vision and micro specialisation<\/strong> How to combine a global business vision with a deep understanding of your micro-projects. A senior Data Scientist must understand revenue, costs, capital, risk, operational efficiency, and customer experience, but also be able to drill down into the mathematical details of each technical decision.<\/li>\n\n\n\n<li><strong>Model risk management<\/strong> How to anticipate failures before they reach production. Risks such as data drift, metric degradation, biases, blind validation, leakage, interpretation errors, and decisions based on metrics that do not reflect the real impact will be addressed.<\/li>\n\n\n\n<li><strong>Stakeholder map and deadlines<\/strong> How to manage expectations with business, IT, audit, compliance, product teams, and decision-makers. You'll learn why technical quality also depends on knowing how to negotiate priorities, explain limitations, and protect project rigour without losing touch with business timelines.<\/li>\n\n\n\n<li><strong>High impact communication and creativity<\/strong> How to translate complex variables into clear value for non-technical audiences. You will also see why a senior profile needs to know how to question their own processes, detect inertia, and propose more robust approaches.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Benefits<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">At the end of the masterclass, you will have a clearer understanding of:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>In order to progress to senior positions, you will need to develop the following competencies:.<\/li>\n\n\n\n<li>How to evaluate if a model is truly useful beyond its metrics.<\/li>\n\n\n\n<li>How to connect statistics, business, and risk in real projects.<\/li>\n\n\n\n<li>How to defend technical decisions to non-technical audiences.<\/li>\n\n\n\n<li>How to avoid common mistakes before production.<\/li>\n\n\n\n<li>How to direct your learning for greater focus and less distraction.<br><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Who is it for?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This session is designed for analytical minds looking to differentiate themselves in an increasingly demanding job market. It is particularly relevant for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Students and junior profiles in Data Science, Machine Learning, or Quant Analytics.<\/li>\n\n\n\n<li>Semi-senior profiles who want to gain technical expertise and business insight.<\/li>\n\n\n\n<li>Programmers and software engineers who want to make the leap into AI and Data Science with a solid foundation.<\/li>\n\n\n\n<li>Financial sector professionals, consultants, or analysts who want to understand the standards required for senior positions.<\/li>\n\n\n\n<li>Data analysts who want to progress into more senior technical roles.<\/li>\n\n\n\n<li>Candidates for advanced training and bootcamps in the Data Science area at IMMUNE.<\/li>\n\n\n\n<li>Profiles seeking immediate applicability, mathematical rigour, and professional judgement.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--60)\">Meet the speaker<\/h2>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-nowrap is-layout-flex wp-container-core-group-is-layout-f7693cba wp-block-group-is-layout-flex is-style-card-light--5\" style=\"padding-top:var(--wp--preset--spacing--0);padding-bottom:var(--wp--preset--spacing--0)\">\n<div class=\"wp-block-group wp-container-content-9cfa9a5a is-layout-flow wp-container-core-group-is-layout-e6d02ce3 wp-block-group-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\">\n<p class=\"wp-block-paragraph\">Jorge C. Rella<\/p>\n\n\n\n<p class=\"is-style-prose has-secondary-text-color has-text-color has-link-color has-small-font-size wp-elements-388a4fd82d5a6b3c373622890a4c6766 wp-block-paragraph\">PhD in Statistics | Senior Data Scientist with over 6 years of experience in banking | University Professor | Science Communicator<\/p>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-thumbnail is-resized has-custom-css wp-custom-css-40e2120a\" style=\"margin-top:var(--wp--preset--spacing--auto)\"><img decoding=\"async\" width=\"253\" height=\"256\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/jorge_rella-253x256.webp\" alt=\"\" class=\"wp-image-28234\" style=\"object-fit:contain;width:128px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/jorge_rella-253x256.webp 253w, https:\/\/immune.institute\/wp-content\/uploads\/jorge_rella-506x512.webp 506w, https:\/\/immune.institute\/wp-content\/uploads\/jorge_rella-1012x1024.webp 1012w, https:\/\/immune.institute\/wp-content\/uploads\/jorge_rella-768x777.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/jorge_rella-1518x1536.webp 1518w, https:\/\/immune.institute\/wp-content\/uploads\/jorge_rella-2024x2048.webp 2024w, https:\/\/immune.institute\/wp-content\/uploads\/jorge_rella-12x12.webp 12w\" sizes=\"(max-width: 253px) 100vw, 253px\" \/><\/figure>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Jorge C. Rella holds a PhD in Statistics and has over six years of experience leading and developing predictive systems in the banking sector.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Your work combines mathematical and statistical rigour with good software engineering practices, especially in the design of machine learning models, simulations, and data architectures geared towards solving complex business problems in production environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In addition to his professional career, Jorge is a university professor and science communicator, with a clear focus: to help technical profiles understand not only how to build models, but how to design useful, robust, and defensible solutions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Session agenda<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Approximately 60 minutes<\/p>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-layout-flow wp-block-group-is-layout-flow is-style-card-light--6\">\n<p class=\"wp-block-paragraph\">5\u2019 \u2013 Welcome and introduction: why many profiles get stuck at the junior level.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-layout-flow wp-block-group-is-layout-flow is-style-card-light--7\">\n<p class=\"wp-block-paragraph\">10\u2019 - The false senior leap: why learning more libraries isn't enough.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-layout-flow wp-block-group-is-layout-flow is-style-card-light--8\">\n<p class=\"wp-block-paragraph\">15\u2019 \u2013 Technical depth: statistics, mathematics, validation, and robustness.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-layout-flow wp-block-group-is-layout-flow is-style-card-light--9\">\n<p class=\"wp-block-paragraph\">10\u2019 \u2013 Models with impact: business, risk and production.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-layout-flow wp-block-group-is-layout-flow is-style-card-light--10\">\n<p class=\"wp-block-paragraph\">10\u2019 - Stakeholders, deadlines and technical communication.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-layout-flow wp-block-group-is-layout-flow is-style-card-light--11\">\n<p class=\"wp-block-paragraph\">10\u2019 \u2013 Roadmap to evolve into a senior profile + questions.<\/p>\n<\/div>\n\n\n\n\n\n\n\n\n\n<h2 class=\"wp-block-heading\">We are the school of reference in technology  <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">IMMUNE Technology Institute es una escuela especializada en tecnolog\u00eda con sede en Madrid, reconocida por su enfoque pr\u00e1ctico, sus programas orientados a empleabilidad y su claustro formado por profesionales en activo. Nuestros programas combinan especializaci\u00f3n t\u00e9cnica, visi\u00f3n de negocio y desarrollo de competencias humanas para acompa\u00f1ar la evoluci\u00f3n profesional en sectores de alta demanda.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>We teach in six technological areas of reference.<\/li>\n\n\n\n<li>We train for leading companies.<\/li>\n\n\n\n<li>We have active professionals as teachers.<\/li>\n\n\n\n<li>More than 70 specialised degrees in technology.<\/li>\n\n\n\n<li>Guidance on employability and professional development.<\/li>\n\n\n\n<li>Holistic Training in Human Sciences and Soft Skills.<\/li>\n\n\n\n<li>Academic programmes in collaboration with AWS, HP SCDS, Santander and Alastria.<\/li>\n<\/ol>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-section-inner is-layout-flow wp-container-core-column-is-layout-1e5ecc1c wp-block-column-is-layout-flow is-style-section-inner--12\" style=\"flex-basis:40%\">\n<div class=\"wp-block-group has-custom-css is-layout-constrained wp-block-group-is-layout-constrained wp-container-14 is-position-sticky wp-custom-css-a7e93e29\">\n<h2 class=\"wp-block-heading\">Book your place!<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If you want to stop limiting yourself to training models and start thinking like a senior Data Science profile, this session is designed to give you a clear roadmap.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-border-light-color has-alpha-channel-opacity has-border-light-background-color has-background\" style=\"margin-top:var(--wp--preset--spacing--40);margin-bottom:var(--wp--preset--spacing--40)\"\/>\n\n\n<p>This event has already taken place, thank you for your interest! If you want to keep up to date with all our events, <a href=\"\/en\/eventos\/\">click here<\/a>.<\/p>\n\n\n<div class=\"wp-block-group is-content-justification-left is-layout-flex wp-container-core-group-is-layout-e41053e0 wp-block-group-is-layout-flex\"><p class=\"wp-block-paragraph\">Share:<\/p><ul class=\"wp-block-social-links is-style-logos-only is-layout-flex wp-container-core-social-links-is-layout-3b2a3d9c wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-linkedin wp-block-social-link\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/immune.institute\/en\/eventos\/de-junior-a-senior-en-data-science-el-factor-diferencial-260701\/&#038;title=De%20Junior%20a%20Senior%20en%20Data%20Science:%20El%20factor%20diferencial\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path 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profesionales del dato se quedan en la barrera junior porque creen que el siguiente paso consiste \u00fanicamente en aprender librer\u00edas m\u00e1s complejas. El dominio t\u00e9cnico es necesario, pero ya no es suficiente. En entornos reales, un perfil senior no solo entrena modelos. Define problemas, cuestiona hip\u00f3tesis, valida resultados, anticipa riesgos, entiende el negocio y [&hellip;]<\/p>\n","protected":false},"featured_media":28240,"menu_order":0,"template":"","meta":{"_acf_changed":false,"ai_generated_summary":"","footnotes":""},"area":[],"class_list":["post-28219","eventos","type-eventos","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/eventos\/28219","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/eventos"}],"about":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/types\/eventos"}],"version-history":[{"count":0,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/eventos\/28219\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media\/28240"}],"wp:attachment":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media?parent=28219"}],"wp:term":[{"taxonomy":"area","embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/area?post=28219"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}