{"id":17503,"date":"2026-06-09T10:00:00","date_gmt":"2026-06-09T08:00:00","guid":{"rendered":"https:\/\/blog.structuralia.com\/?p=17503"},"modified":"2026-06-02T10:40:32","modified_gmt":"2026-06-02T08:40:32","slug":"ia-e-ingenieria-impacto-en-trabajadores","status":"publish","type":"post","link":"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores","title":{"rendered":"Artificial Intelligence and Engineering: Impact on Job Profiles and Training Needs"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-white ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\"><\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Contents\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Por_que_la_Inteligencia_Artificial_esta_transformando_la_ingenieria\" >Why Artificial Intelligence Is Transforming Engineering<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Las_principales_aplicaciones_de_la_IA_en_sectores_de_ingenieria\" >The Main Applications of AI in Engineering Sectors<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#El_uso_de_la_IA_en_Infraestructuras_y_construccion_AEC\" >The Use of AI in Architecture, Engineering, and Construction (AEC)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#La_IA_en_la_Energia_y_transicion_energetica\" >AI in the Energy Sector and the Energy Transition<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Uso_de_la_Inteligencia_artificial_en_Industria_y_manufactura\" >The Use of Artificial Intelligence in Industry and Manufacturing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Uso_de_la_IA_en_Transporte_y_movilidad\" >The Use of AI in Transportation and Mobility<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Como_esta_cambiando_la_IA_los_perfiles_profesionales_en_ingenieria\" >How AI Is Changing Career Paths in Engineering<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Nuevos_perfiles_demandados_en_ingenieria_con_IA\" >New In-Demand Roles in AI Engineering<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Ingenieros_especializados_en_IA_aplicada\" >Engineers specializing in applied AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Data_engineers_y_analistas_de_datos\" >Data engineers and data analysts<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Expertos_en_automatizacion\" >Automation Experts<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Perfiles_hibridos_ingenieria_tecnologia\" >Hybrid profiles (engineering + technology)\u00a0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#La_brecha_de_talento_el_gran_reto_para_las_empresas\" >The Talent Gap: The Big Challenge for Companies\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Competencias_clave_en_la_era_de_la_IA\" >Key Skills in the Age of AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#El_papel_de_la_formacion_en_la_adopcion_de_la_IA_en_el_entorno_laboral\" >The Role of Training in the Adoption of AI in the Workplace<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#%C2%BFComo_disenar_un_plan_de_formacion_adecuado_en_IA_para_equipos_de_ingenieria\" >How to Design an Effective AI Training Plan for Engineering Teams<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Identificacion_de_necesidades\" >Identifying Needs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Priorizacion_de_casos_de_uso\" >Prioritizing Use Cases<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Formacion_tecnica_aplicada\" >Applied Technical Training<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Medicion_del_impacto\" >Impact Measurement<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/blog.structuralia.com\/en\/ia-e-ingenieria-impacto-en-trabajadores\/#Los_riesgos_de_no_adaptarse_a_la_IA_en_puestos_de_ingenieria\" >The Risks of Failing to Adapt to AI in Engineering Roles<\/a><\/li><\/ul><\/nav><\/div>\n\n<p class=\"wp-block-paragraph\">A company uses AI tools to automate tasks, improve planning, or analyze thousands of data points from a project in seconds. The&nbsp;<strong>The technology works, but an unexpected problem arises:<\/strong>&nbsp;The team doesn't know how to<strong>&nbsp;incorporate it into their daily work.<\/strong>&nbsp;That is one of the biggest challenges we face today. The adoption of AI in engineering is advancing faster than many organizations' ability to adapt job profiles and develop new skills.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The question is no longer whether artificial intelligence will transform engineering, but how it will affect professionals and what skills they will need to remain competitive.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Por_que_la_Inteligencia_Artificial_esta_transformando_la_ingenieria\"><\/span><strong>Why Artificial Intelligence Is Transforming Engineering<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The&nbsp;<strong>AI is changing processes<\/strong>&nbsp;which, until recently, relied exclusively on manual analysis or repetitive tasks. Its impact goes beyond simply automating activities: it changes the way projects are designed, planned, and managed.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Among the main areas of transformation are:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Automation of Technical Processes<\/strong>\u00a0<\/li>\n\n\n\n<li><strong>Advanced Data Analysis<\/strong>\u00a0<\/li>\n\n\n\n<li><strong>Project Optimization<\/strong>\u00a0<\/li>\n\n\n\n<li><strong>Accelerating Innovation<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For example, a system can analyze thousands of variables within an infrastructure, detect patterns, and suggest improvements in a matter of seconds. This saves time and allows for more informed decision-making.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Las_principales_aplicaciones_de_la_IA_en_sectores_de_ingenieria\"><\/span><strong>The Main Applications of AI in Engineering Sectors<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Sector<\/strong>\u00a0<\/td><td><strong>Typical application<\/strong>\u00a0<\/td><td><strong>Impact<\/strong>\u00a0<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Infrastructure and Construction<\/strong>\u00a0<\/td><td>Incident Prediction and Planning\u00a0<\/td><td>Fewer errors and delays\u00a0<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Energy\u00a0<\/strong><\/td><td>Optimizing Consumption\u00a0<\/td><td>Greater efficiency\u00a0<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Industry\u00a0<\/strong><\/td><td>Automation and Predictive Maintenance\u00a0<\/td><td>Cost Reduction\u00a0<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Transportation\u00a0<\/strong><\/td><td>Intelligent Management and Simulation\u00a0<\/td><td>Improved mobility\u00a0<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"El_uso_de_la_IA_en_Infraestructuras_y_construccion_AEC\"><\/span><strong>The Use of AI in Architecture, Engineering, and Construction (AEC)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Artificial intelligence in civil engineering within companies and AI for construction make it possible to analyze risks, optimize planning, and anticipate problems during project execution.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The\u00a0<strong>combination <a href=\"https:\/\/blog.structuralia.com\/en\/plan-bim-arquitectura-diseno-software\/\" id=\"https:\/\/blog.structuralia.com\/plan-bim-arquitectura-diseno-software\">between BIM<\/a> and predictive algorithms<\/strong>\u00a0It is improving the design and management of complex projects.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"La_IA_en_la_Energia_y_transicion_energetica\"><\/span><strong>AI in the Energy Sector and the Energy Transition<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The<strong>&nbsp;AI in the Energy Sector<\/strong>&nbsp;It helps optimize networks, forecast demand, and improve energy resource management.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the renewable energy sector, it also facilitates predictive analytics and smart infrastructure operations.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Uso_de_la_Inteligencia_artificial_en_Industria_y_manufactura\"><\/span><strong>The Use of Artificial Intelligence in Industry and Manufacturing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The<strong>&nbsp;AI in Manufacturing and AI in Industrial Automation&nbsp;<\/strong>are promoting more efficient models.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Predictive maintenance and advanced automation help reduce incidents and optimize resources.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Uso_de_la_IA_en_Transporte_y_movilidad\"><\/span><strong>The Use of AI in Transportation and Mobility<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The&nbsp;<strong>AI in Transportation<\/strong>&nbsp;improves routes, analyzes traffic, and optimizes logistics operations.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In<strong>&nbsp;smart mobility,<\/strong>&nbsp;These tools make it possible to process large volumes of information in real time.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Como_esta_cambiando_la_IA_los_perfiles_profesionales_en_ingenieria\"><\/span><strong>How AI Is Changing Career Paths in Engineering<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI isn't replacing engineers; it's transforming their work.<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Many repetitive or low-value-added tasks can be automated, while the demand is growing for professionals capable of interpreting data, working with digital tools, and making strategic decisions.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is leading to a shift from the traditional technical role toward profiles that combine engineering and technology to a greater extent.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nuevos_perfiles_demandados_en_ingenieria_con_IA\"><\/span><strong>New In-Demand Roles in AI Engineering<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Technological transformation is creating new specializations.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ingenieros_especializados_en_IA_aplicada\"><\/span><strong>Engineers specializing in applied AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">An AI engineer adapts solutions and algorithms to specific problems in <a href=\"https:\/\/blog.structuralia.com\/en\/mantenimiento-industrial\/\" id=\"https:\/\/blog.structuralia.com\/mantenimiento-industrial\">industrial sectors<\/a> or technical staff.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_engineers_y_analistas_de_datos\"><\/span><strong>Data engineers and data analysts<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">These profiles transform large volumes of information into useful knowledge for projects and operations.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Expertos_en_automatizacion\"><\/span><strong>Automation Experts<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Automation will continue to gain ground in many sectors and will require specialists capable of integrating processes and technologies.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Perfiles_hibridos_ingenieria_tecnologia\"><\/span><strong>Hybrid profiles (engineering + technology)\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">One of the most significant changes is the rise of roles that combine technical skills with digital capabilities.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It can be helpful to incorporate interactive career path maps or technical profile comparison tools, especially for visualizing new career paths.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"La_brecha_de_talento_el_gran_reto_para_las_empresas\"><\/span><strong>The Talent Gap: The Big Challenge for Companies\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The integration of AI is creating a paradox:<strong>&nbsp;Technology is advancing, but the supply of specialized talent is not keeping pace.<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Many companies are finding it difficult to fill technical positions related to data, automation, or artificial intelligence. Added to this is the competition for digital talent and the need to upgrade existing equipment.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The shortage of qualified professionals has become one of the main obstacles to accelerating transformation projects.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Competencias_clave_en_la_era_de_la_IA\"><\/span><strong>Key Skills in the Age of AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Traditional technical skills remain important, but they are no longer sufficient on their own.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations are looking for professionals who can combine:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Analytical Thinking<\/strong>\u00a0<\/li>\n\n\n\n<li><strong>Data Interpretation<\/strong>\u00a0<\/li>\n\n\n\n<li><strong>Digital Skills<\/strong>\u00a0<\/li>\n\n\n\n<li><strong>Interdisciplinary work<\/strong>\u00a0<\/li>\n\n\n\n<li><strong>Adaptability<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The ability to learn and keep knowledge up to date will become increasingly important in the coming years.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"El_papel_de_la_formacion_en_la_adopcion_de_la_IA_en_el_entorno_laboral\"><\/span><strong>The Role of Training in the Adoption of AI in the Workplace<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Technology only makes a difference when people know how to use it properly.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The&nbsp;<strong>AI training for the company's engineering teams&nbsp;<\/strong>It enables the development of internal capabilities and accelerates technology adoption.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In addition, it helps reduce resistance and facilitates the integration of new tools into real-world processes.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%C2%BFComo_disenar_un_plan_de_formacion_adecuado_en_IA_para_equipos_de_ingenieria\"><\/span><strong>How to Design an Effective AI Training Plan for Engineering Teams<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI training yields better results when it addresses specific needs.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Identificacion_de_necesidades\"><\/span><strong>Identifying Needs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The first step is to identify what capabilities the organization actually needs.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Priorizacion_de_casos_de_uso\"><\/span><strong>Prioritizing Use Cases<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Not all applications have the same impact. It is important to identify specific opportunities.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Formacion_tecnica_aplicada\"><\/span><strong>Applied Technical Training<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Machine learning training for corporate infrastructure or specialized programs should focus on real-world applications.\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Medicion_del_impacto\"><\/span><strong>Impact Measurement<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ongoing evaluation makes it possible to identify areas for improvement and adjust strategies.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Los_riesgos_de_no_adaptarse_a_la_IA_en_puestos_de_ingenieria\"><\/span><strong>The Risks of Failing to Adapt to AI in Engineering Roles<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Failure to adapt no longer simply means falling behind technologically.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Companies that delay the implementation of artificial intelligence capabilities may lose their competitive edge, see their capacity for innovation diminish, and face greater difficulties in attracting specialized talent.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Why the Future of Engineering and Artificial Intelligence in Business&nbsp;<strong>It will not depend solely on the available technology,<\/strong>&nbsp;but rather of the&nbsp;<strong>the ability to develop people who are prepared to use it.<\/strong>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Una empresa incorpora herramientas de IA para automatizar tareas, mejorar planificaci\u00f3n o analizar miles de datos de un proyecto en segundos. La&nbsp;tecnolog\u00eda funciona, pero aparece un problema inesperado:&nbsp;el equipo no sabe c\u00f3mo&nbsp;integrarla en su trabajo diario.&nbsp;Ese es uno de los mayores retos actuales. La adopci\u00f3n de IA en la ingenier\u00eda avanza m\u00e1s r\u00e1pido que la [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":17505,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ayudawp_aiss_exclude":false,"_ayudawp_aiss_summary":"La&nbsp;IA&nbsp;en la&nbsp;energ\u00eda&nbsp;ayuda a optimizar redes, prever demanda y mejorar la gesti\u00f3n de recursos energ\u00e9ticos.&nbsp;. La&nbsp;IA&nbsp;en&nbsp;manufacturing&nbsp;y la IA en automatizaci\u00f3n industrial&nbsp;est\u00e1n impulsando modelos m\u00e1s eficientes.&nbsp;. La&nbsp;formaci\u00f3n&nbsp;en&nbsp;IA para equipos de ingenieros en&nbsp;la&nbsp;empresa&nbsp;permite desarrollar capacidades internas y acelerar la adopci\u00f3n tecnol\u00f3gica.&nbsp;.","_ayudawp_aiss_summary_provider":"extractive","_ayudawp_aiss_summary_hash":"b47fcf5b89946c5b035bdaa16b777e0453f47600","footnotes":""},"categories":[264],"tags":[],"class_list":["post-17503","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ingenieria-y-construccion"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IA e Ingenier\u00eda - Impacto y necesidades de formaci\u00f3n<\/title>\n<meta name=\"description\" content=\"La IA transforma la ingenier\u00eda: descubre los nuevos perfiles, competencias y estrategias de formaci\u00f3n para impulsar la innovaci\u00f3n.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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