{"id":8924,"date":"2025-12-08T07:02:47","date_gmt":"2025-12-08T07:02:47","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/12\/08\/mle_coding_rounds_uk\/"},"modified":"2025-12-08T07:02:47","modified_gmt":"2025-12-08T07:02:47","slug":"mle_coding_rounds_uk","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/12\/08\/mle_coding_rounds_uk\/","title":{"rendered":"MLE coding rounds (UK)"},"content":{"rendered":"<p>    MLE coding rounds (UK)<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>I&#8217;m a data scientist transitioning to ML-AI Engineer roles. What kind of coding questions-rounds should I expect? I&#8217;ve heard that it&#8217;s a mixed bag, can be leetcode, can be Pytorch,tf for all ML related I&#8217;ve also heard about building ML concepts-algos from scratch using numpy etc. Or even an ML pipeline with data preprocessing, modelling, evaluation. What are the most common practises you&#8217;ve come across? Is there at all a coding round? I&#8217;m in the UK so I&#8217;m not sure if things are different compared to the US.<\/p>\n<\/p><\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Pretend_Cheek_8013\"> \/u\/Pretend_Cheek_8013 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datascience\/comments\/1pghjut\/mle_coding_rounds_uk\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datascience\/comments\/1pghjut\/mle_coding_rounds_uk\/\">[comments]<\/a><\/span>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    \/u\/Pretend_Cheek_8013<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/www.reddit.com\/r\/datascience\/comments\/1pghjut\/mle_coding_rounds_uk\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MLE coding rounds (UK) I&#8217;m a data scientist transitioning to ML-AI Engineer roles. What kind of coding questions-rounds should I expect? I&#8217;ve heard that it&#8217;s a mixed bag, can be leetcode, can be Pytorch,tf for all ML related I&#8217;ve also heard about building ML concepts-algos from scratch using numpy etc. Or even an ML pipeline [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,99],"tags":[2284,859,4380],"class_list":["post-8924","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-datascience","tag-coding","tag-ml","tag-rounds"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/8924"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=8924"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/8924\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=8924"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=8924"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=8924"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}