{"id":5512,"date":"2022-01-04T18:12:00","date_gmt":"2022-01-04T12:42:00","guid":{"rendered":"https:\/\/www.mygreatlearning.com\/blog\/advantages-of-pursuing-a-career-in-machine-learning\/"},"modified":"2025-01-06T20:18:12","modified_gmt":"2025-01-06T14:48:12","slug":"advantages-of-pursuing-a-career-in-machine-learning","status":"publish","type":"post","link":"https:\/\/www.mygreatlearning.com\/blog\/advantages-of-pursuing-a-career-in-machine-learning\/","title":{"rendered":"Advantages of pursuing a career in Machine Learning"},"content":{"rendered":"\n<p><span style=\"font-weight: 400;\">To state that Machine learning is a growing field would be an understatement. <\/span><br><span style=\"font-weight: 400;\">Here\u2019s some perspective:<\/span><br><span style=\"font-weight: 400;\">According to a <\/span><a rel=\"noopener noreferrer nofollow\" href=\"https:\/\/www.artificialintelligence-news.com\/2019\/03\/15\/machine-learning-jobs-high-paying-demand\/\" target=\"_blank\"><span style=\"font-weight: 400;\">report from the leading job site Indeed<\/span><\/a><span style=\"font-weight: 400;\">, machine learning engineers are in high demand with the opportunity of a career boasting an average salary of $146,085 at a growth rate of 344 per cent from last year.<\/span><br><span style=\"font-weight: 400;\">All industries now have a multitude of applications in machine learning, which is the primary reason why there is a high demand for jobs in that field. If you\u2019ve been waiting, now is the right time to consider pursuing a career in ML.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Artificial Intelligence Career Roadmap in 2022 | Artificial Intelligence Jobs 2022 | Great Learning\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/qpYV9MJaGu0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"why-pursue-a-career-in-machine-learning-in-2023\"><b>Why Pursue a Career in Machine Learning in 2023?<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.mygreatlearning.com\/blog\/what-is-machine-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machine learning<\/a> is the fuel we need to power robots, alongside AI. <\/span><br><span style=\"font-weight: 400;\">With ML, we can power programs that can be easily updated and modified to adapt to new environments and tasks- to get things done quickly and efficiently.<\/span><br><span style=\"font-weight: 400;\">Here are a few reasons for you to pursue a career in ML:<\/span><br><b>- ML is a skill of the future<\/b><span style=\"font-weight: 400;\"> - Despite the exponential growth in machine learning, the field faces skill shortage. If you can meet the demands of large companies by gaining expertise in ML, you will have a secure career in a technology which is on the rise.<\/span><br><b>- Work on real challenges<\/b><span style=\"font-weight: 400;\"> - Businesses in this digital age face a lot of issues that ML promises to solve. As an ML engineer, you will work on real-life challenges and develop solutions that have a deep impact on how businesses and people thrive. Needless to say, a job that allows you to work and solve real-world struggles gives high satisfaction.<\/span><br><b>- Learn and grow<\/b><span style=\"font-weight: 400;\"> - Since ML is on the boom, by entering into the field early on, you can witness trends firsthand and keep on increasing your relevance in the marketplace, thus augmenting your value to your employer.<\/span><br><b>- An exponential career graph<\/b><span style=\"font-weight: 400;\"> - All said and done, Machine learning is still in its nascent stage. And as the technology matures and advances, you will have experience and expertise to follow an upward career graph and approach your ideal employers.<\/span><br><b>- Build a lucrative career<\/b><span style=\"font-weight: 400;\">- The average salary of an ML engineer is one of the top reasons why ML seems a lucrative career to a lot of us. Since the industry is on the rise, this figure can be expected to grow further as the years pass by.<\/span><br><b>- Side-step into data science<\/b><span style=\"font-weight: 400;\"> - Machine learning skills help you expand avenues in your career. ML skills can endow you with two hats- the other of a data scientist. Become a hot resource by gaining expertise in both fields simultaneously and embark on an exciting journey filled with challenges, opportunities, and knowledge. <\/span><br><span style=\"font-weight: 400;\">Machine learning is happening right now. So, you want to have an early bird advantage of toying with solutions and technologies that support it. This way, when the time comes, you will find your skills in much higher demand and will be able to secure a career path that\u2019s always on the rise.<\/span><\/p>\n\n\n\n<p>Get hands on practice, take <a href=\"https:\/\/www.mygreatlearning.com\/blog\/machine-learning-quiz\/\">Machine Learning Quiz<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"what-does-the-career-path-in-machine-learning-look-like\"><b>What Does the Career Path in Machine Learning Look Like?<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">A <a href=\"https:\/\/www.mygreatlearning.com\/academy\/career-paths\/machine-learning-engineer\">machine learning career path <\/a>usually begins as a Machine Learning engineer. Machine learning engineers develop applications and solutions that automate common tasks previously handled by humans. Most of these are repetitive tasks based on condition and action pairs- which machines can perform without errors, efficiently.<\/span><br><span style=\"font-weight: 400;\">When you earn a promotion as an ML engineer, you step onto being an ML Architect. People in this role develop and design prototypes for applications that need developing.<\/span><br><span style=\"font-weight: 400;\">A few other roles available in the field are ML data scientist, ML software engineer, senior architect, and so on.<\/span><br><span style=\"font-weight: 400;\">A software engineer with enough knowledge of Python and the core ML libraries can switch careers into ML. <\/span><br><span style=\"font-weight: 400;\">Here are a few other tech areas that help if known by an ML professional:<\/span><br><b>- Probability and Statistics<\/b><span style=\"font-weight: 400;\"> - A lot of ML algorithms have their base in Bayes rule, Markov models, and other probability processes. There\u2019s also statistics- mean, median, deviation, Poisson distribution, and so on.<\/span><br><b>- System Design<\/b><span style=\"font-weight: 400;\"> - ML solutions are rarely standalone products. Mostly, these are part of an integrated tech ecosystem. Therefore, it helps ML professionals to have sound knowledge of software design.<\/span><br><b>- ML Algorithms and Libraries<\/b><span style=\"font-weight: 400;\"> - Having knowledge of models such as Linear Regression, Bagging, Boosting, and Genetic algorithms prove useful for ML professionals. <\/span><br><b>- Data Modeling<\/b><span style=\"font-weight: 400;\"> - As an ML practitioner, you should be capable of estimating the structure of a dataset to find patterns, cluster, and correlations. Data models also need continuous evaluation to ensure they are on point. Additionally, you should even know how to test the data that is being evaluated for accuracy and completeness.<\/span><br><b>- Programming Languages <\/b><span style=\"font-weight: 400;\">- Python is a crucial programming language for anyone looking to build a career in ML. Apache Spark is another technology, followed by SAS. <\/span><br><span style=\"font-weight: 400;\">This is not a comprehensive list which can be undertaken once and then is done with. Aspirants need to be on their toes, always proactive in upgrading their skills and knowledge if they want to pursue an upward career graph.<\/span><br><span style=\"font-weight: 400;\">Pursuing a career in ML can help you be an active part of the digital revolution we talk about in sectors ranging from healthcare to retail, logistics, manufacturing, and so on. Having ML skills makes you a hot resource in any sector, which leaves a lot of open avenues for you to choose from. This way, you are in total control of your career as an ML professional. Take a look at our <a href=\"https:\/\/www.mygreatlearning.com\/pg-program-machine-learning-course\">Machine Learning program<\/a> if you\u2019re further interested in building a career in Machine Learning. <\/span><\/p>\n\n\n\n<div style=\"background-color: #efefef; border: 1px solid #000; padding: 8px;\"><p><b>Find  Machine Learning Course in Top Indian Cities<\/b><\/p> \n    <a href=\"https:\/\/www.mygreatlearning.com\/pg-program-machine-learning-course-in-chennai\" title=\" Machine Learning Course in Chennai\">Chennai<\/a> | \n    <a href=\"https:\/\/www.mygreatlearning.com\/pg-program-machine-learning-course-in-bangalore\" title=\" Machine Learning Course in Bangalore\">Bangalore<\/a> | \n    <a href=\"https:\/\/www.mygreatlearning.com\/pg-program-machine-learning-course-in-hyderabad\" title=\" Machine Learning Course in Hyderabad\">Hyderabad<\/a> | \n    <a href=\"https:\/\/www.mygreatlearning.com\/pg-program-machine-learning-course-in-pune\" title=\" Machine Learning Course in Pune\">Pune<\/a> | \n    <a href=\"https:\/\/www.mygreatlearning.com\/pg-program-machine-learning-course-in-mumbai\" title=\" Machine Learninge Course in Mumbai\">Mumbai<\/a> | \n    <a href=\"https:\/\/www.mygreatlearning.com\/pg-program-machine-learning-course-in-delhi-ncr\" title=\" Machine Learning Course in Delhi NCR\">Delhi NCR<\/a><\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"our-machine-learning-courses\">Our Machine Learning Courses<\/h2>\n\n\n\n<p>Explore our Machine Learning and AI courses, designed for comprehensive learning and skill development.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Program Name<\/strong><\/th><th><strong>Duration<\/strong><\/th><\/tr><tr><th><a href=\"https:\/\/professionalonline2.mit.edu\/no-code-artificial-intelligence-machine-learning-program\">MIT No code AI and Machine Learning Course<\/a><\/th><th>12 Weeks<\/th><\/tr><tr><th><a href=\"https:\/\/idss-gl.mit.edu\/mit-idss-data-science-machine-learning-online-program\">MIT Data Science and Machine Learning Course<\/a><\/th><th>12 Weeks<\/th><\/tr><tr><th><a href=\"https:\/\/www.mygreatlearning.com\/mit-data-science-and-machine-learning-program\">Data Science and Machine Learning Course<\/a><\/th><th>12 Weeks<\/th><\/tr><\/thead><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>To state that Machine learning is a growing field would be an understatement. Here\u2019s some perspective:According to a report from the leading job site Indeed, machine learning engineers are in high demand with the opportunity of a career boasting an average salary of $146,085 at a growth rate of 344 per cent from last year.All [&hellip;]<\/p>\n","protected":false},"author":41,"featured_media":5514,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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