{"id":12655,"date":"2025-04-21T15:36:37","date_gmt":"2025-04-21T13:36:37","guid":{"rendered":"https:\/\/trialoog.taltech.ee\/ago-luberg-ti-insenerid-on-eesti-jargmine-tiigrihupe\/"},"modified":"2025-04-22T13:42:34","modified_gmt":"2025-04-22T11:42:34","slug":"ago-luberg-ti-insenerid-on-eesti-jargmine-tiigrihupe","status":"publish","type":"post","link":"https:\/\/trialoog.taltech.ee\/en\/ago-luberg-ti-insenerid-on-eesti-jargmine-tiigrihupe\/","title":{"rendered":"Ago Luberg: AI engineers are Estonia\u2019s next Tiger Leap"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>Estonia needs a new leap in development in the age of artificial intelligence \u2013 and the key figures in this are AI engineers who know how to develop and steer future technologies.<\/p>\n","protected":false},"author":4,"featured_media":12498,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[249],"tags":[391,393,497,265],"class_list":["post-12655","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-opinion","tag-artificial-intelligence","tag-education","tag-engineering","tag-future"],"acf":{"postbuilder":[{"acf_fc_layout":"text","type":"text","text":"<div class=\"@thread-xl\/thread:pt-header-height mt-1.5 flex flex-col text-sm\"><article class=\"text-token-text-primary w-full\" dir=\"auto\" data-testid=\"conversation-turn-6\" data-scroll-anchor=\"false\">\r\n<div class=\"text-base my-auto mx-auto py-5 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[70rem]:[--thread-content-margin:--spacing(12)] px-(--thread-content-margin)\">\r\n<div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto flex max-w-(--thread-content-max-width) flex-1 text-base gap-4 md:gap-5 lg:gap-6 group\/turn-messages focus-visible:outline-hidden\" tabindex=\"-1\">\r\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col agent-turn\">\r\n<div class=\"relative flex-col gap-1 md:gap-3\">\r\n<div class=\"flex max-w-full flex-col grow\">\r\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"1767897c-0fc4-462c-8c63-b5b2187ea2f3\" data-message-model-slug=\"gpt-4o\">\r\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\r\n<div class=\"markdown prose dark:prose-invert w-full break-words light\">\r\n<p class=\"\" data-start=\"0\" data-end=\"314\">Tiger Leap gave Estonians a serious digital advantage for years, but the leap has now been made \u2013 and the tiger will no longer carry us forward at the same speed. Today, artificial intelligence gives momentum to those who know how to use it, but Estonian companies are starting to fall behind in this new leap.<\/p>\r\n<p class=\"\" data-start=\"316\" data-end=\"667\">The modern conception of artificial intelligence (AI) is commonly traced back to a summer school held at Dartmouth College in 1956, which brought together many of the researchers who would later become leaders in the field. Already then, discussions were underway about whether machines could, within a few generations, reach human-level intelligence.<\/p>\r\n<p class=\"\" data-start=\"669\" data-end=\"989\">History took a different course, and belief in AI\u2019s development waned several times \u2013 the so-called AI winters. Today, however, the rapid progress of language models has opened up exciting new possibilities, while also raising concerns: what work will people do in the future? What skills will the labour market require?<\/p>\r\n\r\n<h4 data-start=\"991\" data-end=\"1031\">What can we assume about the future?<\/h4>\r\n<p class=\"\" data-start=\"1033\" data-end=\"1347\">This article is based on the best knowledge and most recent developments as of early 2025. While the future cannot be predicted with certainty, one thing is clear \u2013 due to the increasing use of AI, the coming years will bring a significant demand for experts who can develop, assess, manage and lead these systems.<\/p>\r\n\r\n<blockquote>\r\n<p style=\"text-align: center;\" data-start=\"1033\" data-end=\"1347\">While the future cannot be predicted with certainty, one thing is clear \u2013 due to the increasing use of AI, the coming years will bring a significant demand for experts who can develop, assess, manage and lead these systems.<\/p>\r\n<\/blockquote>\r\n<p class=\"\" data-start=\"1349\" data-end=\"1689\">The IT sector has been a flagship of Estonian exports for years. In 2023, Estonia\u2019s ICT sector exported services worth \u20ac3.6 billion, accounting for 12% of total exports. In the third quarter of 2024, the average gross monthly salary in the information and communication sector was \u20ac3,506 \u2013 nearly 1.8 times higher than the national average.<\/p>\r\n<p class=\"\" data-start=\"1691\" data-end=\"2026\">According to Statistics Estonia, 1.6% of companies used machine learning in 2023, and by 2024 this had already risen to 3.8%. At least one AI technology was used by 5.1% of companies in 2023 and by 13.9% in 2024. For comparison: in 2024, the figure was 27.6% in Denmark, 25.1% in Sweden, and 24.4% in Finland; the EU average was 13.5%.<\/p>\r\n<p class=\"\" data-start=\"2028\" data-end=\"2352\">Although we are just above the EU average, we should be aiming higher. Yet it is unlikely that we will reach the 30% mark this year \u2013 doing so would require a shift in mindset, and AI engineers will play a key role in achieving this, as they understand how to develop and steer machine learning and neural network processes.<\/p>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/article><\/div>","image":null,"align":""},{"acf_fc_layout":"image","image":12432},{"acf_fc_layout":"text","type":"text","text":"<div class=\"@thread-xl\/thread:pt-header-height mt-1.5 flex flex-col text-sm\"><article class=\"text-token-text-primary w-full\" dir=\"auto\" data-testid=\"conversation-turn-8\" data-scroll-anchor=\"false\">\r\n<div class=\"text-base my-auto mx-auto py-5 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[70rem]:[--thread-content-margin:--spacing(12)] px-(--thread-content-margin)\">\r\n<div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto flex max-w-(--thread-content-max-width) flex-1 text-base gap-4 md:gap-5 lg:gap-6 group\/turn-messages focus-visible:outline-hidden\" tabindex=\"-1\">\r\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col agent-turn\">\r\n<div class=\"relative flex-col gap-1 md:gap-3\">\r\n<div class=\"flex max-w-full flex-col grow\">\r\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"6bfec9d8-cbe5-4bc3-a997-3bd58d3056c9\" data-message-model-slug=\"gpt-4o\">\r\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\r\n<div class=\"markdown prose dark:prose-invert w-full break-words light\">\r\n<h4 data-start=\"0\" data-end=\"36\">The developer\u2019s role is changing<\/h4>\r\n<p class=\"\" data-start=\"38\" data-end=\"322\">The role of the developer is evolving. Artificial intelligence can now generate code smoothly \u2013 code it has seen before and which is used in many applications. It can solve precisely defined tasks when given clear instructions. The result is only as good as the clarity of the prompt.<\/p>\r\n<p class=\"\" data-start=\"324\" data-end=\"647\">That\u2019s why it\u2019s said that instead of writing in programming languages, we now write in \u201cprompt language.\u201d However, for AI to understand what is expected of it, a person must be able to structure the problem. While learning to prompt may be easier than learning to program, programming skills help guide AI more effectively.<\/p>\r\n\r\n<blockquote>\r\n<p class=\"\" style=\"text-align: center;\" data-start=\"649\" data-end=\"741\">For AI to understand what is expected of it, a person must be able to structure the problem.<\/p>\r\n<\/blockquote>\r\n<p class=\"\" data-start=\"743\" data-end=\"1158\">When working with language models, one must also be able to break down a problem into parts and describe those components in a structured way. A command like \u201cWrite a programme to plan one\u2019s activities\u201d can mean very different things to different people. That\u2019s why the problem must be precisely defined \u2013 this isn\u2019t a shortcoming of AI but a natural limitation: the human must be able to articulate what is needed.<\/p>\r\n<p class=\"\" data-start=\"1160\" data-end=\"1466\">AI enables developers to assemble smaller components more quickly. But someone still has to check their quality \u2013 which requires knowledge of development, testing and the problem domain. Moreover, software development also includes identifying needs and continuously refining the product based on feedback.<\/p>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/article><\/div>\r\n<p class=\"\" data-start=\"3461\" data-end=\"3762\"><\/p>","image":null,"align":""},{"acf_fc_layout":"image","image":10792},{"acf_fc_layout":"text","type":"text","text":"<h4 data-start=\"0\" data-end=\"30\">The leap begins in schools<\/h4>\r\n<p class=\"\" data-start=\"32\" data-end=\"410\">To cultivate AI engineers, we need to focus on broad-based preparation. Young people wishing to work in the IT field must make conscious choices \u2013 they will need deep knowledge of programming and project management, but also communication skills, analytical thinking, and adaptability. As the field evolves rapidly, an AI engineer must be ready to engage in continuous learning.<\/p>\r\n<p class=\"\" data-start=\"412\" data-end=\"805\">Higher education must keep pace with this shift. It is crucial to provide a strong technical foundation that also supports creativity \u2013 only then can a person realise their potential alongside AI. That is why we have launched a new bachelor\u2019s programme at TalTech, where students can specialise in the fundamentals of developing and managing artificial intelligence alongside computer science.<\/p>\r\n<p class=\"\" data-start=\"807\" data-end=\"1192\">Artificial intelligence is a transformative technology. Its rapid adoption across all areas of life could give Estonia a significant competitive edge and lead to the next major leap \u2013 the one entrepreneurs, the president, and educational visionaries are already talking about. If schools and universities play their part, then the AI spring could truly become a launchpad for everyone.<\/p>\r\n\r\n<blockquote>\r\n<p class=\"\" style=\"text-align: center;\" data-start=\"1194\" data-end=\"1388\">Artificial intelligence is a transformative technology. Its rapid adoption across all areas of life could give Estonia a significant competitive edge and lead to the next major leap forward.<\/p>\r\n<\/blockquote>","image":null,"align":""}],"related_authors":[{"author":12494,"position":"TalTechi Department of Software senior lecturer"}]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Ago Luberg: AI engineers are Estonia\u2019s next Tiger Leap - Trialoog<\/title>\n<meta name=\"description\" content=\"Estonia needs a new leap in development in the age of AI. 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