{"id":7030,"date":"2025-09-22T07:02:26","date_gmt":"2025-09-22T07:02:26","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/09\/22\/need_input_from_midcareer_dara_scientists_25_year\/"},"modified":"2025-09-22T07:02:26","modified_gmt":"2025-09-22T07:02:26","slug":"need_input_from_midcareer_dara_scientists_25_year","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/09\/22\/need_input_from_midcareer_dara_scientists_25_year\/","title":{"rendered":"Need input from mid-career dara Scientists (2-5 year range)"},"content":{"rendered":"<p>    Need input from mid-career dara Scientists (2-5 year range)<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 am a DS with 2YOE (plus about 6 coops). I&#8217;m looking for feedback from folks specifically transitioned out of early career and into mid-career phase. (Unfortunately I don&#8217;t have any in my immediate network)<\/p>\n<p>Context: I&#8217;m coming upto 2 years in my role and have been seriously evaluating the next stage of my career.<\/p>\n<p>Questions: 1. Does having a decent resume land you your next role, or even for a mid-level role do you need to network extensively i.e. what&#8217;s the most optimal method for this stage of career progression.<\/p>\n<ol>\n<li>\n<p>Most of the work I&#8217;ve done so far has been POC-based i.e. we find business problems and work with teams to create MVPs. Its been an interesting experience as I get to experiment with different methods and almost derive the solution from scratch, without having to worry too much about MLE\/MLOps. Does this kind of work exist at this next Intermediate level? And will this kind of role even exist into the future?<\/p>\n<\/li>\n<li>\n<p>How do you decide between being able to climb up the ladder in your current company? Or switch to a different industry, maybe one that aligns more with your passion\/interests, but also risk losing all of that &#8220;capital&#8221; you&#8217;ve invested into in the current company?<\/p>\n<\/li>\n<\/ol>\n<p>Apologies if this is a bit all over the place, but it was a little tough getting my thoughts across.<\/p>\n<p>Also would love if anyone is down to discuss more in detail on dm, if that&#8217;s preferred.<\/p>\n<p>Thanks a lot!<\/p>\n<\/p><\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/SmogonWanabee\"> \/u\/SmogonWanabee <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datascience\/comments\/1nncgka\/need_input_from_midcareer_dara_scientists_25_year\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datascience\/comments\/1nncgka\/need_input_from_midcareer_dara_scientists_25_year\/\">[comments]<\/a><\/span>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    \/u\/SmogonWanabee<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/www.reddit.com\/r\/datascience\/comments\/1nncgka\/need_input_from_midcareer_dara_scientists_25_year\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Need input from mid-career dara Scientists (2-5 year range) I am a DS with 2YOE (plus about 6 coops). I&#8217;m looking for feedback from folks specifically transitioned out of early career and into mid-career phase. (Unfortunately I don&#8217;t have any in my immediate network) Context: I&#8217;m coming upto 2 years in my role and have [&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":[746,3853,108],"class_list":["post-7030","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-datascience","tag-career","tag-mid","tag-my"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/7030"}],"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=7030"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/7030\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=7030"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=7030"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=7030"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}