{"id":23178,"date":"2026-05-04T09:26:42","date_gmt":"2026-05-04T09:26:42","guid":{"rendered":"https:\/\/esi.uclm.es\/?page_id=23178"},"modified":"2026-05-07T18:10:36","modified_gmt":"2026-05-07T18:10:36","slug":"salidas-laborales-ciencia-e-ingenieria-de-datos","status":"publish","type":"page","link":"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/","title":{"rendered":"Salidas laborales: Ciencia e Ingenier\u00eda de Datos"},"content":{"rendered":"\n<style>\n  .esi-datos {\n    --esi-blue: #0397d8;\n    --esi-blue-deep: #006fa3;\n    --esi-ink: #0a1a2a;\n    --esi-ink-soft: #3a4a5c;\n    --esi-muted: #6b7a8a;\n    --esi-line: #e5ecf3;\n    --esi-paper: #fafcfe;\n    font-family: inherit;\n    color: var(--esi-ink);\n    max-width: 1180px;\n    margin: 0 auto;\n    padding: 32px 20px 48px;\n    line-height: 1.5;\n  }\n\n  \/* HERO *\/\n  .esi-datos-hero {\n    display: grid;\n    grid-template-columns: minmax(0, 1.4fr) minmax(240px, 1fr);\n    gap: 48px;\n    align-items: center;\n    padding: 56px 0 64px;\n    border-bottom: 1px solid var(--esi-line);\n  }\n\n  .esi-datos-eyebrow {\n    display: inline-flex;\n    align-items: center;\n    gap: 10px;\n    font-size: 0.78rem;\n    font-weight: 500;\n    letter-spacing: 0.18em;\n    text-transform: uppercase;\n    color: var(--esi-blue);\n    margin-bottom: 28px;\n  }\n\n  .esi-datos-eyebrow::before {\n    content: \"\";\n    width: 28px;\n    height: 1.5px;\n    background: var(--esi-blue);\n  }\n\n  .esi-datos-title {\n    margin: 0 0 28px;\n    font-size: clamp(2.4rem, 5.2vw, 4.6rem);\n    line-height: 1.02;\n    letter-spacing: -0.035em;\n    font-weight: 500;\n    color: var(--esi-ink);\n  }\n\n  .esi-datos-title em {\n    font-style: italic;\n    font-family: Georgia, \"Times New Roman\", serif;\n    font-weight: 400;\n    color: var(--esi-blue);\n  }\n\n  .esi-datos-lead {\n    margin: 0;\n    max-width: 560px;\n    font-size: clamp(1.08rem, 1.4vw, 1.22rem);\n    line-height: 1.6;\n    color: var(--esi-ink-soft);\n  }\n\n  .esi-datos-card-wrap {\n    display: flex;\n    justify-content: center;\n    align-items: center;\n  }\n\n  .esi-datos-card-img {\n    width: min(100%, 300px);\n    border-radius: 18px;\n    transform: rotate(3deg);\n    box-shadow: 0 24px 60px rgba(10, 26, 42, 0.18);\n    transition: transform 0.3s ease;\n  }\n\n  .esi-datos-card-img:hover {\n    transform: rotate(1deg) scale(1.02);\n  }\n\n  \/* MANIFIESTO *\/\n  .esi-datos-manifesto {\n    padding: 72px 0;\n    border-bottom: 1px solid var(--esi-line);\n    display: grid;\n    grid-template-columns: 180px minmax(0, 1fr);\n    gap: 48px;\n    align-items: start;\n  }\n\n  .esi-datos-manifesto-label {\n    font-size: 0.78rem;\n    font-weight: 500;\n    letter-spacing: 0.18em;\n    text-transform: uppercase;\n    color: var(--esi-muted);\n    padding-top: 12px;\n  }\n\n  .esi-datos-manifesto-list {\n    list-style: none;\n    padding: 0;\n    margin: 0;\n    display: flex;\n    flex-direction: column;\n    gap: 32px;\n  }\n\n  .esi-datos-manifesto-item {\n    display: grid;\n    grid-template-columns: 56px minmax(0, 1fr);\n    gap: 24px;\n    align-items: baseline;\n  }\n\n  .esi-datos-manifesto-num {\n    font-family: Georgia, \"Times New Roman\", serif;\n    font-style: italic;\n    font-size: 2rem;\n    color: var(--esi-blue);\n    font-weight: 400;\n    line-height: 1;\n  }\n\n  .esi-datos-manifesto-text {\n    margin: 0;\n    font-size: clamp(1.18rem, 1.7vw, 1.52rem);\n    line-height: 1.42;\n    letter-spacing: -0.012em;\n    color: var(--esi-ink);\n    font-weight: 400;\n  }\n\n  .esi-datos-manifesto-text strong {\n    font-weight: 500;\n    color: var(--esi-blue-deep);\n  }\n\n  \/* STATS *\/\n  .esi-datos-stats {\n    padding: 72px 0;\n    border-bottom: 1px solid var(--esi-line);\n  }\n\n  .esi-datos-section-head {\n    display: grid;\n    grid-template-columns: 180px minmax(0, 1fr);\n    gap: 48px;\n    margin-bottom: 56px;\n    align-items: start;\n  }\n\n  .esi-datos-section-label {\n    font-size: 0.78rem;\n    font-weight: 500;\n    letter-spacing: 0.18em;\n    text-transform: uppercase;\n    color: var(--esi-muted);\n    padding-top: 8px;\n  }\n\n  .esi-datos-section-title {\n    margin: 0;\n    font-size: clamp(1.6rem, 2.6vw, 2.2rem);\n    line-height: 1.15;\n    letter-spacing: -0.025em;\n    font-weight: 500;\n    max-width: 640px;\n  }\n\n  .esi-datos-section-title em {\n    font-style: italic;\n    font-family: Georgia, \"Times New Roman\", serif;\n    font-weight: 400;\n    color: var(--esi-blue);\n  }\n\n  .esi-datos-stats-grid {\n    display: grid;\n    grid-template-columns: repeat(4, minmax(0, 1fr));\n    gap: 0;\n  }\n\n  .esi-datos-stat {\n    padding: 24px 24px 24px 0;\n    border-left: 1px solid var(--esi-line);\n    padding-left: 24px;\n  }\n\n  .esi-datos-stat:first-child {\n    border-left: none;\n    padding-left: 0;\n  }\n\n  .esi-datos-stat-number {\n    display: block;\n    font-size: clamp(2.2rem, 4vw, 3.4rem);\n    font-weight: 500;\n    letter-spacing: -0.045em;\n    line-height: 1;\n    color: var(--esi-blue);\n    margin-bottom: 16px;\n  }\n\n  .esi-datos-stat-text {\n    display: block;\n    font-size: 0.95rem;\n    color: var(--esi-ink-soft);\n    line-height: 1.5;\n  }\n\n  .esi-datos-stat-source {\n    display: block;\n    margin-top: 10px;\n    font-size: 0.78rem;\n    color: var(--esi-muted);\n    font-weight: 500;\n    letter-spacing: 0.04em;\n  }\n\n  \/* WHY + TAGS *\/\n  .esi-datos-why {\n    padding: 72px 0;\n    border-bottom: 1px solid var(--esi-line);\n    display: grid;\n    grid-template-columns: 180px minmax(0, 1fr);\n    gap: 48px;\n    align-items: start;\n  }\n\n  .esi-datos-why-body p {\n    margin: 0 0 28px;\n    font-size: 1.08rem;\n    line-height: 1.65;\n    color: var(--esi-ink-soft);\n    max-width: 680px;\n  }\n\n  .esi-datos-tags {\n    display: flex;\n    flex-wrap: wrap;\n    gap: 8px;\n  }\n\n  .esi-datos-tag {\n    font-size: 0.88rem;\n    font-weight: 500;\n    color: var(--esi-blue-deep);\n    background: transparent;\n    border: 1px solid var(--esi-line);\n    padding: 8px 14px;\n    border-radius: 999px;\n    transition: all 0.2s ease;\n  }\n\n  .esi-datos-tag:hover {\n    border-color: var(--esi-blue);\n    background: var(--esi-paper);\n  }\n\n  \/* \u00c1MBITOS *\/\n  .esi-datos-apps {\n    padding: 72px 0;\n    border-bottom: 1px solid var(--esi-line);\n  }\n\n  .esi-datos-apps-grid {\n    display: grid;\n    grid-template-columns: repeat(3, minmax(0, 1fr));\n    gap: 0;\n    border-top: 1px solid var(--esi-line);\n  }\n\n  .esi-datos-app {\n    padding: 36px 32px;\n    border-bottom: 1px solid var(--esi-line);\n    border-right: 1px solid var(--esi-line);\n    display: flex;\n    flex-direction: column;\n    gap: 18px;\n    transition: background 0.25s ease;\n  }\n\n  .esi-datos-app:nth-child(3n+1) {\n    padding-left: 0;\n  }\n\n  .esi-datos-app:nth-child(3n) {\n    border-right: none;\n    padding-right: 0;\n  }\n\n  .esi-datos-app:hover {\n    background: var(--esi-paper);\n  }\n\n  .esi-datos-app:nth-child(n+4):not(:nth-child(n+7)) {\n    border-bottom: none;\n  }\n\n  .esi-datos-app-icon {\n    width: 36px;\n    height: 36px;\n    color: var(--esi-blue);\n    flex-shrink: 0;\n  }\n\n  .esi-datos-app-title {\n    margin: 0;\n    font-size: 1.08rem;\n    font-weight: 500;\n    color: var(--esi-ink);\n    letter-spacing: -0.01em;\n  }\n\n  .esi-datos-app-desc {\n    margin: 0;\n    font-size: 0.94rem;\n    line-height: 1.55;\n    color: var(--esi-muted);\n  }\n\n  \/* CTA *\/\n  .esi-datos-cta {\n    padding: 80px 0 24px;\n    text-align: center;\n  }\n\n  .esi-datos-cta-title {\n    margin: 0 0 20px;\n    font-size: clamp(2rem, 4vw, 3.2rem);\n    line-height: 1.05;\n    letter-spacing: -0.035em;\n    font-weight: 500;\n    max-width: 800px;\n    margin-left: auto;\n    margin-right: auto;\n  }\n\n  .esi-datos-cta-title em {\n    font-style: italic;\n    font-family: Georgia, \"Times New Roman\", serif;\n    font-weight: 400;\n    color: var(--esi-blue);\n  }\n\n  .esi-datos-cta-lead {\n    margin: 0 auto 24px;\n    max-width: 580px;\n    font-size: 1.1rem;\n    line-height: 1.6;\n    color: var(--esi-ink-soft);\n  }\n\n  .esi-datos-cta-plazas {\n    display: inline-flex;\n    align-items: baseline;\n    gap: 10px;\n    margin: 0 auto 36px;\n    padding: 14px 22px;\n    border: 1px solid var(--esi-line);\n    border-radius: 999px;\n    background: var(--esi-paper);\n  }\n\n  .esi-datos-cta-plazas strong {\n    font-size: 1.25rem;\n    font-weight: 500;\n    color: var(--esi-blue);\n    letter-spacing: -0.01em;\n  }\n\n  .esi-datos-cta-plazas span {\n    font-size: 0.95rem;\n    color: var(--esi-ink-soft);\n  }\n\n  .esi-datos-buttons {\n    display: flex;\n    flex-wrap: wrap;\n    gap: 12px;\n    justify-content: center;\n  }\n\n  .esi-datos-btn {\n    display: inline-flex;\n    align-items: center;\n    gap: 8px;\n    min-height: 50px;\n    padding: 14px 26px;\n    border-radius: 999px;\n    text-decoration: none;\n    font-weight: 500;\n    font-size: 0.98rem;\n    transition: all 0.25s ease;\n    white-space: nowrap;\n  }\n\n  .esi-datos-btn-primary {\n    background: var(--esi-blue);\n    color: #ffffff;\n  }\n\n  .esi-datos-btn-primary:hover {\n    background: var(--esi-blue-deep);\n    transform: translateY(-2px);\n  }\n\n  .esi-datos-btn-secondary {\n    background: transparent;\n    color: var(--esi-blue-deep);\n    border: 1px solid var(--esi-line);\n  }\n\n  .esi-datos-btn-secondary:hover {\n    border-color: var(--esi-blue);\n    background: var(--esi-paper);\n  }\n\n  .esi-datos-btn-arrow {\n    width: 16px;\n    height: 16px;\n    transition: transform 0.25s ease;\n  }\n\n  .esi-datos-btn:hover .esi-datos-btn-arrow {\n    transform: translateX(3px);\n  }\n\n  .esi-datos-source {\n    margin-top: 56px;\n    padding-top: 24px;\n    border-top: 1px solid var(--esi-line);\n    font-size: 0.82rem;\n    color: var(--esi-muted);\n    line-height: 1.6;\n  }\n\n  .esi-datos-source a {\n    color: var(--esi-blue-deep);\n    text-decoration: none;\n    border-bottom: 1px solid var(--esi-line);\n  }\n\n  .esi-datos-source a:hover {\n    border-bottom-color: var(--esi-blue);\n  }\n\n  \/* RESPONSIVE *\/\n  @media (max-width: 900px) {\n    .esi-datos-hero,\n    .esi-datos-manifesto,\n    .esi-datos-section-head,\n    .esi-datos-why {\n      grid-template-columns: 1fr;\n      gap: 24px;\n    }\n\n    .esi-datos-stats-grid {\n      grid-template-columns: repeat(2, 1fr);\n      gap: 32px 24px;\n    }\n\n    .esi-datos-stat {\n      border-left: none;\n      padding-left: 0;\n      border-top: 1px solid var(--esi-line);\n      padding-top: 24px;\n    }\n\n    .esi-datos-stat:nth-child(-n+2) {\n      border-top: none;\n      padding-top: 0;\n    }\n\n    .esi-datos-apps-grid {\n      grid-template-columns: repeat(2, 1fr);\n    }\n\n    .esi-datos-app {\n      padding: 28px 24px !important;\n      border-right: none !important;\n    }\n\n    .esi-datos-app:nth-child(2n+1) {\n      border-right: 1px solid var(--esi-line) !important;\n      padding-left: 0 !important;\n    }\n\n    .esi-datos-app:nth-child(2n) {\n      padding-right: 0 !important;\n    }\n  }\n\n  @media (max-width: 560px) {\n    .esi-datos {\n      padding: 16px 14px 32px;\n    }\n\n    .esi-datos-hero {\n      padding: 32px 0 40px;\n    }\n\n    .esi-datos-manifesto,\n    .esi-datos-stats,\n    .esi-datos-why,\n    .esi-datos-apps {\n      padding: 48px 0;\n    }\n\n    .esi-datos-cta {\n      padding: 56px 0 16px;\n    }\n\n    .esi-datos-stats-grid,\n    .esi-datos-apps-grid {\n      grid-template-columns: 1fr;\n    }\n\n    .esi-datos-app {\n      border-right: none !important;\n      padding: 28px 0 !important;\n    }\n\n    .esi-datos-stat:not(:first-child) {\n      border-top: 1px solid var(--esi-line);\n      padding-top: 24px;\n    }\n\n    .esi-datos-stat:first-child {\n      border-top: none;\n    }\n\n    .esi-datos-manifesto-item {\n      grid-template-columns: 40px minmax(0, 1fr);\n      gap: 16px;\n    }\n\n    .esi-datos-btn {\n      width: 100%;\n      justify-content: center;\n    }\n\n    .esi-datos-cta-plazas {\n      flex-direction: column;\n      align-items: center;\n      gap: 4px;\n      text-align: center;\n    }\n  }\n<\/style>\n\n<section class=\"esi-datos\" aria-label=\"Landing promocional de Ciencia e Ingenier\u00eda de Datos ESI\">\n\n  <!-- HERO -->\n  <header class=\"esi-datos-hero\">\n    <div>\n      <div class=\"esi-datos-eyebrow\">Ciencia e Ingenier\u00eda de Datos \u00b7 Grado en Ingenier\u00eda Inform\u00e1tica<\/div>\n      <h1 class=\"esi-datos-title\">Toda decisi\u00f3n basada en datos<br>nace de un trabajo <em>de ingenier\u00eda<\/em>.<\/h1>\n      <p class=\"esi-datos-lead\">\n        Las recomendaciones de Netflix, los precios din\u00e1micos de un vuelo, las alertas de fraude bancario o las predicciones meteorol\u00f3gicas existen porque alguien captur\u00f3 los datos correctos, los prepar\u00f3, los analiz\u00f3 y construy\u00f3 el sistema que los pone al servicio de las personas. Esa cadena entera \u2014 desde el sensor o la base de datos hasta el modelo predictivo \u2014 es trabajo de ingenier\u00eda inform\u00e1tica.\n      <\/p>\n    <\/div>\n\n    <div class=\"esi-datos-card-wrap\">\n      <img decoding=\"async\"\n        class=\"esi-datos-card-img\"\n        src=\"http:\/\/esi.uclm.es\/assets\/uploads\/2026\/05\/5_Card2_cienciaDatos.png\"\n        alt=\"Tarjeta promocional de Ciencia e Ingenier\u00eda de Datos de la ESI\"\n      \/>\n    <\/div>\n  <\/header>\n\n  <!-- MANIFIESTO -->\n  <section class=\"esi-datos-manifesto\">\n    <div class=\"esi-datos-manifesto-label\">Manifiesto<\/div>\n    <ol class=\"esi-datos-manifesto-list\">\n      <li class=\"esi-datos-manifesto-item\">\n        <span class=\"esi-datos-manifesto-num\">i.<\/span>\n        <p class=\"esi-datos-manifesto-text\">\n          Un dato en bruto no sirve de nada: hay que capturarlo, limpiarlo, integrarlo, modelarlo y traducirlo en informaci\u00f3n \u00fatil. <strong>Toda esa cadena exige conocimientos s\u00f3lidos de programaci\u00f3n, algoritmia y dise\u00f1o de sistemas<\/strong> \u2014 el n\u00facleo de la ingenier\u00eda inform\u00e1tica.\n        <\/p>\n      <\/li>\n      <li class=\"esi-datos-manifesto-item\">\n        <span class=\"esi-datos-manifesto-num\">ii.<\/span>\n        <p class=\"esi-datos-manifesto-text\">\n          La demanda de perfiles capaces de trabajar con datos \u2014 analistas, ingenieros de datos, cient\u00edficos de datos, especialistas en MLOps \u2014 <strong>supera ampliamente a la oferta disponible en Espa\u00f1a<\/strong> y se sit\u00faa entre las salidas tecnol\u00f3gicas mejor remuneradas del sector.\n        <\/p>\n      <\/li>\n      <li class=\"esi-datos-manifesto-item\">\n        <span class=\"esi-datos-manifesto-num\">iii.<\/span>\n        <p class=\"esi-datos-manifesto-text\">\n          Los datos no tienen sector: la misma formaci\u00f3n abre puertas en banca, salud, deporte, log\u00edstica, energ\u00eda o administraci\u00f3n p\u00fablica. <strong>Es la especialidad m\u00e1s transversal de la ingenier\u00eda inform\u00e1tica<\/strong>.\n        <\/p>\n      <\/li>\n    <\/ol>\n  <\/section>\n\n  <!-- STATS -->\n  <section class=\"esi-datos-stats\">\n    <div class=\"esi-datos-section-head\">\n      <div class=\"esi-datos-section-label\">Por los n\u00fameros<\/div>\n      <h2 class=\"esi-datos-section-title\">Un mercado que se <em>multiplica por seis<\/em> en menos de una d\u00e9cada.<\/h2>\n    <\/div>\n\n    <div class=\"esi-datos-stats-grid\">\n      <div class=\"esi-datos-stat\">\n        <span class=\"esi-datos-stat-number\">181 ZB<\/span>\n        <span class=\"esi-datos-stat-text\">de datos generados en el mundo en 2025. Cada zettabyte equivale a un bill\u00f3n de gigabytes.<\/span>\n        <span class=\"esi-datos-stat-source\">Statista 2025<\/span>\n      <\/div>\n\n      <div class=\"esi-datos-stat\">\n        <span class=\"esi-datos-stat-number\">65 B$<\/span>\n        <span class=\"esi-datos-stat-text\">valor del mercado mundial de anal\u00edtica de datos en 2024.<\/span>\n        <span class=\"esi-datos-stat-source\">Fortune Business Insights<\/span>\n      <\/div>\n\n      <div class=\"esi-datos-stat\">\n        <span class=\"esi-datos-stat-number\">403 B$<\/span>\n        <span class=\"esi-datos-stat-text\">previsi\u00f3n del mercado mundial de anal\u00edtica de datos para 2032, con un crecimiento anual del 25,5%.<\/span>\n        <span class=\"esi-datos-stat-source\">Fortune Business Insights<\/span>\n      <\/div>\n\n      <div class=\"esi-datos-stat\">\n        <span class=\"esi-datos-stat-number\">Top 3<\/span>\n        <span class=\"esi-datos-stat-text\">Los perfiles de Big Data y Data Science, entre los m\u00e1s demandados en Espa\u00f1a y con oferta superior a la demanda.<\/span>\n        <span class=\"esi-datos-stat-source\">LinkedIn \/ BBVA<\/span>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <!-- WHY -->\n  <section class=\"esi-datos-why\">\n    <div class=\"esi-datos-section-label\">Por qu\u00e9 estudiarla<\/div>\n    <div class=\"esi-datos-why-body\">\n      <p>\n        Porque trabajar con datos a escala industrial es una disciplina de ingenier\u00eda que abarca toda la cadena: capturar y limpiar la informaci\u00f3n, integrar fuentes heterog\u00e9neas, dise\u00f1ar las bases de datos y los pipelines que los transportan, aplicar algoritmos de an\u00e1lisis y aprendizaje autom\u00e1tico, y construir las plataformas que sirven los resultados a las personas que toman decisiones. En el grado trabajar\u00e1s los pilares que sostienen toda esa cadena: bases de datos relacionales y NoSQL, sistemas distribuidos, programaci\u00f3n, algoritmia, fundamentos matem\u00e1ticos y estad\u00edsticos, aprendizaje autom\u00e1tico y visualizaci\u00f3n. El resultado es un perfil t\u00e9cnico completo, capaz de moverse con soltura desde la preparaci\u00f3n del dato hasta el modelo predictivo, y muy demandado precisamente por esa versatilidad.\n      <\/p>\n\n      <div class=\"esi-datos-tags\">\n        <span class=\"esi-datos-tag\">Machine Learning<\/span>\n        <span class=\"esi-datos-tag\">An\u00e1lisis de datos<\/span>\n        <span class=\"esi-datos-tag\">Big Data<\/span>\n        <span class=\"esi-datos-tag\">Bases de datos<\/span>\n        <span class=\"esi-datos-tag\">Pipelines y ETL<\/span>\n        <span class=\"esi-datos-tag\">Visualizaci\u00f3n<\/span>\n        <span class=\"esi-datos-tag\">Modelado predictivo<\/span>\n        <span class=\"esi-datos-tag\">MLOps<\/span>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <!-- \u00c1MBITOS DE APLICACI\u00d3N -->\n  <section class=\"esi-datos-apps\">\n    <div class=\"esi-datos-section-head\">\n      <div class=\"esi-datos-section-label\">D\u00f3nde se aplica<\/div>\n      <h2 class=\"esi-datos-section-title\">Toda industria genera datos. <em>Todas necesitan<\/em> ingenieros que los gestionen.<\/h2>\n    <\/div>\n\n    <div class=\"esi-datos-apps-grid\">\n\n      <article class=\"esi-datos-app\">\n        <svg class=\"esi-datos-app-icon\" viewBox=\"0 0 36 36\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\">\n          <path d=\"M7 26l5-6 5 4 5-8 7 8\"\/>\n          <path d=\"M7 28h22\"\/>\n          <circle cx=\"12\" cy=\"20\" r=\"1.2\"\/>\n          <circle cx=\"22\" cy=\"16\" r=\"1.2\"\/>\n          <circle cx=\"29\" cy=\"24\" r=\"1.2\"\/>\n        <\/svg>\n        <h3 class=\"esi-datos-app-title\">Finanzas y banca<\/h3>\n        <p class=\"esi-datos-app-desc\">Modelos de riesgo, detecci\u00f3n de fraude en tiempo real, scoring crediticio y trading algor\u00edtmico.<\/p>\n      <\/article>\n\n      <article class=\"esi-datos-app\">\n        <svg class=\"esi-datos-app-icon\" viewBox=\"0 0 36 36\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\">\n          <path d=\"M18 30s-10-5.5-10-13.5a6 6 0 0 1 10-4.5 6 6 0 0 1 10 4.5C28 24.5 18 30 18 30z\"\/>\n          <path d=\"M14 18h2.5l1.5-3 2 6 1.5-3H24\"\/>\n        <\/svg>\n        <h3 class=\"esi-datos-app-title\">Salud y medicina<\/h3>\n        <p class=\"esi-datos-app-desc\">Epidemiolog\u00eda computacional, ensayos cl\u00ednicos digitales, gen\u00f3mica y predicci\u00f3n de readmisiones hospitalarias.<\/p>\n      <\/article>\n\n      <article class=\"esi-datos-app\">\n        <svg class=\"esi-datos-app-icon\" viewBox=\"0 0 36 36\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\">\n          <circle cx=\"18\" cy=\"13\" r=\"5\"\/>\n          <path d=\"M8 30c0-5 4.5-9 10-9s10 4 10 9\"\/>\n          <path d=\"M26 11a4 4 0 0 1 0 4M28 8a8 8 0 0 1 0 10\"\/>\n        <\/svg>\n        <h3 class=\"esi-datos-app-title\">Marketing y comportamiento<\/h3>\n        <p class=\"esi-datos-app-desc\">Segmentaci\u00f3n de clientes, motores de recomendaci\u00f3n, an\u00e1lisis de sentimiento y personalizaci\u00f3n a escala.<\/p>\n      <\/article>\n\n      <article class=\"esi-datos-app\">\n        <svg class=\"esi-datos-app-icon\" viewBox=\"0 0 36 36\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\">\n          <rect x=\"7\" y=\"17\" width=\"5\" height=\"11\" rx=\"1\"\/>\n          <rect x=\"15\" y=\"11\" width=\"5\" height=\"17\" rx=\"1\"\/>\n          <rect x=\"23\" y=\"7\" width=\"5\" height=\"21\" rx=\"1\"\/>\n          <path d=\"M7 28h22\"\/>\n        <\/svg>\n        <h3 class=\"esi-datos-app-title\">Industria y log\u00edstica<\/h3>\n        <p class=\"esi-datos-app-desc\">Mantenimiento predictivo, optimizaci\u00f3n de cadena de suministro, gemelos digitales y eficiencia energ\u00e9tica.<\/p>\n      <\/article>\n\n      <article class=\"esi-datos-app\">\n        <svg class=\"esi-datos-app-icon\" viewBox=\"0 0 36 36\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\">\n          <circle cx=\"12\" cy=\"12\" r=\"3\"\/>\n          <circle cx=\"24\" cy=\"12\" r=\"3\"\/>\n          <circle cx=\"12\" cy=\"24\" r=\"3\"\/>\n          <circle cx=\"24\" cy=\"24\" r=\"3\"\/>\n          <circle cx=\"18\" cy=\"18\" r=\"3\"\/>\n          <path d=\"M15 12h6M12 15v6M24 15v6M15 24h6M14.5 13.5l2 2M21.5 20.5l2 2M21.5 13.5l-2 2M14.5 20.5l-2 2\"\/>\n        <\/svg>\n        <h3 class=\"esi-datos-app-title\">Administraci\u00f3n p\u00fablica<\/h3>\n        <p class=\"esi-datos-app-desc\">Smart cities, datos abiertos, an\u00e1lisis de pol\u00edticas p\u00fablicas y sistemas de alerta temprana social.<\/p>\n      <\/article>\n\n      <article class=\"esi-datos-app\">\n        <svg class=\"esi-datos-app-icon\" viewBox=\"0 0 36 36\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\">\n          <path d=\"M9 24V14l4-4h10l4 4v10l-4 4H13l-4-4z\"\/>\n          <path d=\"M13 10v4H9M23 10v4h4M9 24l4-4M27 24l-4-4\"\/>\n          <path d=\"M14 18h8M18 14v8\"\/>\n        <\/svg>\n        <h3 class=\"esi-datos-app-title\">Deporte e investigaci\u00f3n<\/h3>\n        <p class=\"esi-datos-app-desc\">Anal\u00edtica de rendimiento deportivo, ciencia de datos clim\u00e1ticos, astrof\u00edsica computacional y m\u00e1s.<\/p>\n      <\/article>\n\n    <\/div>\n  <\/section>\n\n  <!-- CTA -->\n  <section class=\"esi-datos-cta\">\n    <h2 class=\"esi-datos-cta-title\">Empieza en la ESI.<br>Trabaja con datos <em>de principio a fin<\/em>.<\/h2>\n    <p class=\"esi-datos-cta-lead\">\n      El Grado en Ingenier\u00eda Inform\u00e1tica construye los fundamentos en programaci\u00f3n, bases de datos, algoritmia, estad\u00edstica y aprendizaje autom\u00e1tico para cubrir toda la cadena: desde la captura y preparaci\u00f3n del dato hasta su an\u00e1lisis, modelado y puesta en producci\u00f3n.\n    <\/p>\n\n    <div class=\"esi-datos-cta-plazas\">\n      <strong>160 plazas<\/strong>\n      <span>de nuevo ingreso cada a\u00f1o<\/span>\n    <\/div>\n\n    <div class=\"esi-datos-buttons\">\n      <a class=\"esi-datos-btn esi-datos-btn-primary\" href=\"https:\/\/esi.uclm.es\/index.php\/grado-en-ingenieria-informatica\/plan-de-estudios\/\">\n        Nuestro Grado\n        <svg class=\"esi-datos-btn-arrow\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg>\n      <\/a>\n\n      <a class=\"esi-datos-btn esi-datos-btn-secondary\" href=\"https:\/\/esi.uclm.es\/index.php\/doble-grado-informatica-ade\/\">\n        Doble Grado Inform\u00e1tica-ADE\n        <svg class=\"esi-datos-btn-arrow\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg>\n      <\/a>\n\n      <a class=\"esi-datos-btn esi-datos-btn-secondary\" href=\"https:\/\/esi.uclm.es\">\n        Web de la ESI\n      <\/a>\n    <\/div>\n\n    <p class=\"esi-datos-source\">\n      Fuentes:\n      <a href=\"https:\/\/www.fortunebusinessinsights.com\/es\/data-analytics-market-108882\">Fortune Business Insights, Data Analytics Market Report 2025-2032<\/a>;\n      <a href=\"https:\/\/www.grandviewresearch.com\/industry-analysis\/big-data-industry\">Grand View Research, Big Data Market Report 2024-2030<\/a>;\n      <a href=\"https:\/\/es.statista.com\/estadisticas\/1139768\/inteligencia-artificial-vaolr-de-mercado\/\">Statista, Volumen global de datos creados 2025<\/a>.\n    <\/p>\n  <\/section>\n\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>Ciencia e Ingenier\u00eda de Datos \u00b7 Grado en Ingenier\u00eda Inform\u00e1tica Toda decisi\u00f3n basada en datosnace de un trabajo de ingenier\u00eda. Las recomendaciones de Netflix, los precios din\u00e1micos de un vuelo, las alertas de fraude bancario o las predicciones meteorol\u00f3gicas existen porque alguien captur\u00f3 los datos [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-23178","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Salidas laborales: Ciencia e Ingenier\u00eda de Datos - Escuela Superior de Inform\u00e1tica de UCLM<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Salidas laborales: Ciencia e Ingenier\u00eda de Datos - Escuela Superior de Inform\u00e1tica de UCLM\" \/>\n<meta property=\"og:description\" content=\"Ciencia e Ingenier\u00eda de Datos \u00b7 Grado en Ingenier\u00eda Inform\u00e1tica Toda decisi\u00f3n basada en datosnace de un trabajo de ingenier\u00eda. Las recomendaciones de Netflix, los precios din\u00e1micos de un vuelo, las alertas de fraude bancario o las predicciones meteorol\u00f3gicas existen porque alguien captur\u00f3 los datos [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/\" \/>\n<meta property=\"og:site_name\" content=\"Escuela Superior de Inform\u00e1tica de UCLM\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Escuela-Superior-de-Informtica-543261809027158\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-07T18:10:36+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@esiuclm\" \/>\n<meta name=\"twitter:label1\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/index.php\\\/salidas-laborales-ciencia-e-ingenieria-de-datos\\\/\",\"url\":\"https:\\\/\\\/esi.uclm.es\\\/index.php\\\/salidas-laborales-ciencia-e-ingenieria-de-datos\\\/\",\"name\":\"Salidas laborales: Ciencia e Ingenier\u00eda de Datos - Escuela Superior de Inform\u00e1tica de UCLM\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/#website\"},\"datePublished\":\"2026-05-04T09:26:42+00:00\",\"dateModified\":\"2026-05-07T18:10:36+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/index.php\\\/salidas-laborales-ciencia-e-ingenieria-de-datos\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/esi.uclm.es\\\/index.php\\\/salidas-laborales-ciencia-e-ingenieria-de-datos\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/index.php\\\/salidas-laborales-ciencia-e-ingenieria-de-datos\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/esi.uclm.es\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Salidas laborales: Ciencia e Ingenier\u00eda de Datos\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/#website\",\"url\":\"https:\\\/\\\/esi.uclm.es\\\/\",\"name\":\"Escuela Superior de Inform\u00e1tica de UCLM en Ciudad Real, Castilla-La Mancha\",\"description\":\"La Escuela Superior de Inform\u00e1tica de Ciudad Real (Castilla-La Mancha), Universidad de Castilla-La Mancha es un centro universitario que imparte el ciclo completo de Ingenier\u00eda en Inform\u00e1tica: grado, m\u00e1ster y doctorado.\",\"publisher\":{\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/esi.uclm.es\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/#organization\",\"name\":\"Escuela Superior de Inform\u00e1tica de UCLM\",\"url\":\"https:\\\/\\\/esi.uclm.es\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/esi.uclm.es\\\/assets\\\/uploads\\\/2022\\\/03\\\/LogoESI_cabecera-1.png\",\"contentUrl\":\"https:\\\/\\\/esi.uclm.es\\\/assets\\\/uploads\\\/2022\\\/03\\\/LogoESI_cabecera-1.png\",\"width\":460,\"height\":184,\"caption\":\"Escuela Superior de Inform\u00e1tica de UCLM\"},\"image\":{\"@id\":\"https:\\\/\\\/esi.uclm.es\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/Escuela-Superior-de-Informtica-543261809027158\",\"https:\\\/\\\/x.com\\\/esiuclm\",\"https:\\\/\\\/www.instagram.com\\\/esiuclm\\\/\",\"https:\\\/\\\/www.youtube.com\\\/user\\\/esiuclm\",\"https:\\\/\\\/www.twitch.tv\\\/esiuclm\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/12656631\\\/admin\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Salidas laborales: Ciencia e Ingenier\u00eda de Datos - Escuela Superior de Inform\u00e1tica de UCLM","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/","og_locale":"es_ES","og_type":"article","og_title":"Salidas laborales: Ciencia e Ingenier\u00eda de Datos - Escuela Superior de Inform\u00e1tica de UCLM","og_description":"Ciencia e Ingenier\u00eda de Datos \u00b7 Grado en Ingenier\u00eda Inform\u00e1tica Toda decisi\u00f3n basada en datosnace de un trabajo de ingenier\u00eda. Las recomendaciones de Netflix, los precios din\u00e1micos de un vuelo, las alertas de fraude bancario o las predicciones meteorol\u00f3gicas existen porque alguien captur\u00f3 los datos [&hellip;]","og_url":"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/","og_site_name":"Escuela Superior de Inform\u00e1tica de UCLM","article_publisher":"https:\/\/www.facebook.com\/Escuela-Superior-de-Informtica-543261809027158","article_modified_time":"2026-05-07T18:10:36+00:00","twitter_card":"summary_large_image","twitter_site":"@esiuclm","twitter_misc":{"Tiempo de lectura":"4 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/","url":"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/","name":"Salidas laborales: Ciencia e Ingenier\u00eda de Datos - Escuela Superior de Inform\u00e1tica de UCLM","isPartOf":{"@id":"https:\/\/esi.uclm.es\/#website"},"datePublished":"2026-05-04T09:26:42+00:00","dateModified":"2026-05-07T18:10:36+00:00","breadcrumb":{"@id":"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/esi.uclm.es\/index.php\/salidas-laborales-ciencia-e-ingenieria-de-datos\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/esi.uclm.es\/"},{"@type":"ListItem","position":2,"name":"Salidas laborales: Ciencia e Ingenier\u00eda de Datos"}]},{"@type":"WebSite","@id":"https:\/\/esi.uclm.es\/#website","url":"https:\/\/esi.uclm.es\/","name":"Escuela Superior de Inform\u00e1tica de UCLM en Ciudad Real, Castilla-La Mancha","description":"La Escuela Superior de Inform\u00e1tica de Ciudad Real (Castilla-La Mancha), Universidad de Castilla-La Mancha es un centro universitario que imparte el ciclo completo de Ingenier\u00eda en Inform\u00e1tica: grado, m\u00e1ster y doctorado.","publisher":{"@id":"https:\/\/esi.uclm.es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/esi.uclm.es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/esi.uclm.es\/#organization","name":"Escuela Superior de Inform\u00e1tica de UCLM","url":"https:\/\/esi.uclm.es\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/esi.uclm.es\/#\/schema\/logo\/image\/","url":"https:\/\/esi.uclm.es\/assets\/uploads\/2022\/03\/LogoESI_cabecera-1.png","contentUrl":"https:\/\/esi.uclm.es\/assets\/uploads\/2022\/03\/LogoESI_cabecera-1.png","width":460,"height":184,"caption":"Escuela Superior de Inform\u00e1tica de UCLM"},"image":{"@id":"https:\/\/esi.uclm.es\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Escuela-Superior-de-Informtica-543261809027158","https:\/\/x.com\/esiuclm","https:\/\/www.instagram.com\/esiuclm\/","https:\/\/www.youtube.com\/user\/esiuclm","https:\/\/www.twitch.tv\/esiuclm","https:\/\/www.linkedin.com\/company\/12656631\/admin\/"]}]}},"_links":{"self":[{"href":"https:\/\/esi.uclm.es\/index.php\/wp-json\/wp\/v2\/pages\/23178","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/esi.uclm.es\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/esi.uclm.es\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/esi.uclm.es\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/esi.uclm.es\/index.php\/wp-json\/wp\/v2\/comments?post=23178"}],"version-history":[{"count":3,"href":"https:\/\/esi.uclm.es\/index.php\/wp-json\/wp\/v2\/pages\/23178\/revisions"}],"predecessor-version":[{"id":23294,"href":"https:\/\/esi.uclm.es\/index.php\/wp-json\/wp\/v2\/pages\/23178\/revisions\/23294"}],"wp:attachment":[{"href":"https:\/\/esi.uclm.es\/index.php\/wp-json\/wp\/v2\/media?parent=23178"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}