{"id":54287,"date":"2020-10-15T03:00:51","date_gmt":"2020-10-15T01:00:51","guid":{"rendered":"https:\/\/www.cde.ual.es\/?p=54287"},"modified":"2021-11-17T09:55:14","modified_gmt":"2021-11-17T08:55:14","slug":"phd-studentship-in-future-machine-learning-systems-in-the-uk","status":"publish","type":"post","link":"https:\/\/www.cde.ual.es\/en\/phd-studentship-in-future-machine-learning-systems-in-the-uk\/","title":{"rendered":"PhD studentship in Future Machine Learning Systems in the UK"},"content":{"rendered":"<p>One fully funded PhD position to work with Dr. Luo Mai in the School of Informatics at the University of Edinburgh, on a project titled \u201cFuture Machine Learning Systems\u201d.<\/p>\n<p><a href=\"https:\/\/www.cde.ual.es\/wp-content\/uploads\/2020\/10\/machine-learning-UK.jpg\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-54288\" src=\"https:\/\/www.cde.ual.es\/wp-content\/uploads\/2020\/10\/machine-learning-UK.jpg\" alt=\"\" width=\"1920\" height=\"1316\" srcset=\"https:\/\/www.cde.ual.es\/wp-content\/uploads\/2020\/10\/machine-learning-UK.jpg 1920w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2020\/10\/machine-learning-UK-300x206.jpg 300w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2020\/10\/machine-learning-UK-1024x702.jpg 1024w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2020\/10\/machine-learning-UK-768x526.jpg 768w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2020\/10\/machine-learning-UK-1536x1053.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/a><\/p>\n<h3>Objective<\/h3>\n<p>The aim of this project is to design and implement future software systems for large-scale machine learning. The proposed systems are expected to significantly improve the efficiency of training and serving emerging AI workloads, such as graph neural networks, large language models, deep reinforcement learning and federated learning. The applications of these systems are numerous: many AI-driven organisations, such as Google, Microsoft, Huawei, Hedge Funds and Banks, can largely benefit from the use of these systems in their AI infrastructures.<\/p>\n<h3>Required qualifications<\/h3>\n<ul>\n<li>Solid background in computer architectures and machine learning.<\/li>\n<li>Proficient skills in C, C++ and Python.<\/li>\n<li>A 1st class Bachelor\u2019s degree and\/or Distinction Master\u2019s degree in computer science or highly related subjects.<\/li>\n<li>Proficiency in English (both oral and written).<\/li>\n<li>Knowledge of deep learning, optimisation, distributed systems and high-performance computing is highly desirable.<\/li>\n<\/ul>\n<h3>Benefits<\/h3>\n<ul>\n<li>Full time PhD tuition fees for a student with a Home\/EU fee status (\u00a34,407 per annum) or overseas fee status (\u00a323,500 per annum)<\/li>\n<li>A tax free stipend of GBP \u00a315,285 per year for 3.5 years.<\/li>\n<li>Additional programme costs of \u00a31000 per year.<\/li>\n<\/ul>\n<h3>Organisation<\/h3>\n<div class=\"row\">\n<div class=\"col-sm-8 col-sm-offset-2 col-md-6 col-md-offset-3\">\n<div id=\"bootstrap-fieldgroup-accordion--accordion-group\" class=\"panel-group bootstrap-fieldgroup-accordion\">\n<div class=\"panel panel-default required-fields expanded\">\n<div id=\"bootstrap-fieldgroup-accordion-item--requirements-0\" class=\"panel-collapse required-fields collapse in\" aria-expanded=\"true\">\n<div class=\"panel-body\">\n<div class=\"row\">\n<div class=\"col-xs-12 field-offer-requirements\">\n<div class=\"longtext field-specific-requirements\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-7 value field-company-institute inline\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-7 value field-company-institute inline\">\n<div class=\"row\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-7 value field-company-institute inline\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-7 value field-company-institute inline\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-7 value field-company-institute inline\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-7 value field-company-institute inline\">\n<div>The University of Edinburgh<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>Research Field<\/h3>\n<div>\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-7 value field-research-field inline\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-7 value field-research-field inline\">Computer science<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>Location<\/h3>\n<\/div>\n<p>United Kingdom<\/p>\n<h3>Deadline<\/h3>\n<p>01 December 2020<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>More information<\/h3>\n<p><a href=\"https:\/\/euraxess.ec.europa.eu\/jobs\/561628\">Euraxess<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>One fully funded PhD position to work with Dr. Luo Mai in the School of Informatics at the University of Edinburgh, on a project titled \u201cFuture Machine Learning Systems\u201d. Objective The aim of this project is to design and implement future software systems for large-scale machine learning. The proposed systems are expected to significantly improve [&hellip;]<\/p>\n","protected":false},"author":101011,"featured_media":54288,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[4048,366,4043],"tags":[409,848,2298,1536,1580],"class_list":{"0":"post-54287","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-engineering-architecture","8":"category-eu-calls-and-awards","9":"category-euraxess-en","10":"tag-call","11":"tag-euraxess-en","12":"tag-machine-learning","13":"tag-uk","14":"tag-united-kingdom","15":"entry"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PhD studentship in Future Machine Learning Systems in the UK | CDE Almer\u00eda - Centro de Documentaci\u00f3n Europea - Universidad de Almer\u00eda<\/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:\/\/www.cde.ual.es\/en\/phd-studentship-in-future-machine-learning-systems-in-the-uk\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PhD studentship in Future Machine Learning Systems in the UK | CDE Almer\u00eda - Centro de Documentaci\u00f3n Europea - Universidad de Almer\u00eda\" \/>\n<meta property=\"og:description\" content=\"One fully funded PhD position to work with Dr. Luo Mai in the School of Informatics at the University of Edinburgh, on a project titled \u201cFuture Machine Learning Systems\u201d. 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