{"id":15082,"date":"2023-10-06T13:55:34","date_gmt":"2023-10-06T13:55:34","guid":{"rendered":"https:\/\/abrar.edu.so\/sohc-conference2022\/?p=15082"},"modified":"2023-12-07T08:52:51","modified_gmt":"2023-12-07T08:52:51","slug":"what-are-the-roles-and-responsibilities-of-an","status":"publish","type":"post","link":"https:\/\/abrar.edu.so\/sohc-conference2022\/what-are-the-roles-and-responsibilities-of-an\/","title":{"rendered":"What are the Roles and Responsibilities of an Artificial Intelligence Engineer"},"content":{"rendered":"<p><h1>Distinguishing an AI Developer from an AI Engineer: What Does Science Say?<\/h1>\n<\/p>\n<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"301px\" alt=\"what is ai engineer\"\/><\/p>\n<p><p>AI engineers will also need to understand common programming languages, like C++, R, Python, and Java. Most artificial intelligence models are developed and deployed using these programming languages. Artificial intelligence engineers can further specialize in machine learning or deep learning. While machine learning is based on decision trees and algorithms, deep learning is based on neural networks.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\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\" width=\"305px\" alt=\"what is ai engineer\"\/><\/p>\n<p><p>AI engineering is a multidisciplinary field that focuses on designing, developing, and deploying AI solutions. It encompasses various domains such as machine learning, deep learning, natural language processing, and computer vision. AI engineers harness the power of data and algorithms to create intelligent systems that can learn, adapt, and make decisions autonomously. AI engineers are software engineers who specialize in artificial intelligence. This involves programming, data engineering, data science, and software development skills. In the real world, this role involves blending AI and software development to bring a more software-forward focus to the AI field.<\/p>\n<\/p>\n<p><h2>Artificial Intelligence in India: 6 Career Paths for Success<\/h2>\n<\/p>\n<p><p>Understanding how machine learning algorithms like linear regression, KNN, Naive Bayes, Support Vector Machine, and others work will help you implement machine learning models with ease. Some of the frameworks used in artificial intelligence are PyTorch, Theano, TensorFlow, and Caffe. Engineers use these software development tools to create new programs that <a href=\"https:\/\/www.metadialog.com\/blog\/what-is-an-ai-engineering-degree\/\">will meet the<\/a> unique needs of the company they work for. They explore new algorithms, machine learning techniques, and statistical analysis methods to improve AI systems&#8217; capabilities. With a strong understanding of AI models and a solid knowledge of statistics, they work towards creating cutting-edge AI solutions.<\/p>\n<\/p>\n<div style='border: grey dotted 1px;padding: 10px;'>\n<h3>Researchers develop new AI-based design method for metamaterials &#8211; Berkeley Engineering<\/h3>\n<p>Researchers develop new AI-based design method for metamaterials.<\/p>\n<p>Posted: Tue, 10 Oct 2023 07:00:00 GMT [<a href='https:\/\/news.google.com\/rss\/articles\/CBMib2h0dHBzOi8vZW5naW5lZXJpbmcuYmVya2VsZXkuZWR1L25ld3MvMjAyMy8xMC9yZXNlYXJjaGVycy1kZXZlbG9wLW5ldy1haS1iYXNlZC1kZXNpZ24tbWV0aG9kLWZvci1tZXRhbWF0ZXJpYWxzL9IBAA?oc=5' rel=\"nofollow\">source<\/a>]<\/p>\n<\/div>\n<p><p>While&nbsp;AI\u2019s future&nbsp;is still unclear, it\u2019s likely to transform the nature of many jobs. In fact, adaptive and dynamic, human-like technologies are already all around us. The DataRobot AI Platform is the only complete AI lifecycle platform that interoperates with your existing investments in data, applications and business processes, and can be deployed on-prem or in any cloud environment. DataRobot customers include 40% of the Fortune 50, 8 of top 10 US banks, 7 of the top 10 pharmaceutical companies, 7 of  telcos, 5 of top 10 global manufacturers. Choosing between a career as a data scientist or an AI engineer is a decision that ultimately depends on your interests and skill set. Both professions offer a promising future with a strong job outlook and high salary potential.<\/p>\n<\/p>\n<p><h2>Artificial Intelligence Degree<\/h2>\n<\/p>\n<p><p>To become an&nbsp;Artificial Intelligence&nbsp;Engineer,&nbsp;a postgraduate degree or professional experience&nbsp;is  required. The&nbsp;priviliged&nbsp;educational background is usually&nbsp;mathematics, computer science or an engineering degree. The &nbsp;Artificial Intelligence engineer&nbsp;can specialise in different&nbsp;areas&nbsp;such as&nbsp;Machine Learning or Deep Learning,&nbsp;which&nbsp;are derived from&nbsp;AI.<\/p>\n<\/p>\n<p><p>Learn the different types of probability distributions, along with topics like hypothesis testing and sampling. A solid statistical foundation will help you to build machine learning models and aid with feature selection and data pre-processing. Once you learn statistics and machine learning and can to implement the concepts you learned in Python, try practicing diverse data science and machine learning projects.<\/p>\n<\/p>\n<p><h2>Overview of AI engineering career paths<\/h2>\n<\/p>\n<p><p>They share their insights with other organization members through visualizations and reports. The growth of AI is evident from the progressions of its scope, performance, and potential. AI\u2019s algorithmic advancement and processing performance revolves around the ever-improving execution of jobs to which Artificial Intelligence is applied.<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.metadialog.com\/\"><\/p>\n<figure><img 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' alt='https:\/\/www.metadialog.com\/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='405px'\/><\/figure>\n<p><\/a><\/p>\n<p><p>Like all careers, AI has highlights and drawbacks you should know before determining if this path is right for you. Out of the many tricks AI engineers need to have under their belt, having a fair idea of what cloud architecture is, is right up there. Cloud architecture involves much more than just managing storage space, and knowing the difference between which secure storage system is best suited to your project will be extremely helpful. We\u2019re here to answer all your AI-related questions, so you can get humanity one step closer to planting Elon Musk\u2019s neuralink chips into our brains and curing blindness! These certifications and a host of others prepare you to be an all-rounded AI engineer with incredible hands-on skills.<\/p>\n<\/p>\n<p><h2>Get work experience.<\/h2>\n<\/p>\n<p><p>There many other roles, often with an even more specialised focus on topics like ethics, robotics, or deep learning, which I have not featured here. Artificial Intelligence (AI) is permeating every aspect of our lives, from daily activities like online shopping and navigation to complex tasks like medical diagnosis and financial forecasting. AI Engineers are at the heart of this revolution, developing cutting-edge applications and systems that are changing the world.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"303px\" alt=\"what is ai engineer\"\/><\/p>\n<p><p>There is a projected job growth of 23 percent between 2022 and 2032, which is much faster than the average for all occupations [4]. By 2030, AI could contribute up to $15.7 trillion to the global economy, which is more than China and India\u2019s combined output today, according to PricewaterhouseCoopers\u2019 Global Artificial Intelligence Study [2]. This projected growth means organizations are turning to AI to help power their business decisions and increase efficiency.<\/p>\n<\/p>\n<p><p>The future is here, and it\u2019s powered by artificial intelligence engineering. In addition to programming, AI engineers should also have an understanding of software development, machine learning, robotics, data science, and more. Python is the most commonly used programming language in the field of artificial intelligence and machine learning, and it\u2019s extensively used for various AI engineering roles and tasks.<\/p>\n<\/p>\n<p><p>Read more about <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> here.<\/p>\n<\/p>\n<div itemScope itemProp=\"mainEntity\" itemType=\"https:\/\/schema.org\/Question\">\n<div itemProp=\"name\">\n<h2>Is AI engineer a good career?<\/h2>\n<\/div>\n<div itemScope itemProp=\"acceptedAnswer\" itemType=\"https:\/\/schema.org\/Answer\">\n<div itemProp=\"text\">\n<p>Yes, AI engineers are in high demand due to the growing demand for AI technologies in various industries. According to the Bureau of Labour Statistics, Artificial Intelligence engineers&apos; career growth is anticipated to be at least 31.4% by 2030.<\/p>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Distinguishing an AI Developer from an AI Engineer: What Does Science Say? AI engineers will also need to understand common&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[279],"tags":[],"class_list":["post-15082","post","type-post","status-publish","format-standard","hentry","category-generative-ai"],"_links":{"self":[{"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/posts\/15082","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/comments?post=15082"}],"version-history":[{"count":1,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/posts\/15082\/revisions"}],"predecessor-version":[{"id":15083,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/posts\/15082\/revisions\/15083"}],"wp:attachment":[{"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/media?parent=15082"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/categories?post=15082"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/tags?post=15082"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}