{"id":621,"date":"2013-01-12T12:11:26","date_gmt":"2013-01-12T20:11:26","guid":{"rendered":"http:\/\/bellm.org\/blog\/?p=621"},"modified":"2013-01-12T12:11:26","modified_gmt":"2013-01-12T20:11:26","slug":"scientists-career-change-starts-now","status":"publish","type":"post","link":"http:\/\/bellm.org\/blog\/2013\/01\/12\/scientists-career-change-starts-now\/","title":{"rendered":"Scientists: Career Change Starts Now"},"content":{"rendered":"<p><a href=\"https:\/\/plus.google.com\/110626364299961047731\/posts\">Jessica Kirkpatrick<\/a> wrote a <a href=\"http:\/\/womeninastronomy.blogspot.com\/2013\/01\/datascience.html\">great post<\/a> describing her move from astronomical research to a data science job at Yammer.? (We were classmates in grad school.)? She discusses the technical skills she needed to learn (<a href=\"http:\/\/bellm.org\/blog\/2011\/05\/27\/why-astronomers-should-program-in-python\/\">IDL alone won&#8217;t get you a tech job<\/a>) as well as the differences between business and academic culture.? (Peter Fiske&#8217;s book?<a href=\"http:\/\/www.amazon.com\/gp\/product\/0875902952\/ref=as_li_ss_tl?ie=UTF8&amp;tag=explthedataun-20&amp;linkCode=as2&amp;camp=1789&amp;creative=390957&amp;creativeASIN=0875902952\">Put Your Science to Work<\/a><img loading=\"lazy\" decoding=\"async\" class=\"wzmeywunlgdqumzninpj\" style=\"border: none !important; margin: 0px !important;\" src=\"http:\/\/www.assoc-amazon.com\/e\/ir?t=explthedataun-20&amp;l=as2&amp;o=1&amp;a=0875902952\" alt=\"\" width=\"1\" height=\"1\" border=\"0\" \/> can help guide scientists through that cultural translation.)<\/p>\n<p>In the comments, a finance recruiter <a href=\"http:\/\/womeninastronomy.blogspot.com\/2013\/01\/datascience.html?showComment=1357220700320#c9059468830010707299\">added a key point<\/a>:<\/p>\n<blockquote><p>The only thing I would add is come prepared to explain your motivations for wanting to move to industry. It&#8217;s important you can convince your future employer that you are moving for the right reasons.<\/p><\/blockquote>\n<p>I&#8217;ve heard that refrain a lot lately:? from panelists discussing aerospace careers for astronomers at the <a href=\"http:\/\/aas.org\/meetings\/aas221\">AAS meeting<\/a>, from <a href=\"https:\/\/twitter.com\/jakeklamka\">Jake Klamka<\/a> of the <a href=\"http:\/\/insightdatascience.com\/\">Insight Data Science Fellowship<\/a>, from professors describing jobs at teaching-focused colleges.? Apparently it&#8217;s surprisingly common for scientists to come into interviews with an attitude of <em>&#8220;My research funding ran out, but I&#8217;m super smart and ready to make some real money.? What do you do here again?&#8221;<\/em><\/p>\n<p>Obviously that approach insults your potential coworkers.? It&#8217;s far more productive to demonstrate your enthusiasm for the job and the goals of the company.? The more your background differs from the job you&#8217;re applying for, the more effort you need to make to show those hiring that you can do the job and that you&#8217;ll fit in the company culture [<sup class='footnote'><a href='http:\/\/bellm.org\/blog\/2013\/01\/12\/scientists-career-change-starts-now\/#fn-621-1' id='fnref-621-1' onclick='return fdfootnote_show(621)'>1<\/a><\/sup>].<\/p>\n<p>One of the staples of interview advice is to substantiate your claims with stories.? Accordingly, <strong>the best way to show your interest in your new industry is to point to previous work you&#8217;ve done in the field!<\/strong>? That could be an internship or volunteer work, a side project you did on your own time, a subject-focused blog you maintain, or attendance at a conference or meetup group.? (These explorations will also help you confirm your interest in the industry.)? Thus, <strong>smooth career changes out of academia begin with groundwork laid well before you actually change fields.<br \/>\n<\/strong><\/p>\n<p>For data science, it&#8217;s particularly easy: as Hilary Mason points out, you can <a href=\"http:\/\/www.hilarymason.com\/blog\/getting-started-with-data-science\/\">start doing data science<\/a> right now!? There are many publicly-available <a href=\"https:\/\/bitly.com\/bundles\/hmason\/1\">datasets<\/a> and <a href=\"http:\/\/www.programmableweb.com\/apis\/directory\/\">apis<\/a>, and many of the <a href=\"http:\/\/tryr.codeschool.com\/\">standard<\/a> <a href=\"http:\/\/scikit-learn.org\">tools<\/a> are open-source.? <a href=\"http:\/\/astroml.github.com\/sklearn_tutorial\/index.html\">Brush up<\/a> on your <a href=\"http:\/\/class.coursera.org\/ml\/class\/index\">machine learning<\/a> and join a <a href=\"http:\/\/www.kaggle.com\/\">Kaggle competition<\/a>, or try making an engaging <a href=\"http:\/\/bost.ocks.org\/mike\/\">visualization<\/a>.? Creative projects are fun, teach you new skills, and make you an easier hire all at once!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jessica Kirkpatrick wrote a great post describing her move from astronomical research to a data science job at Yammer.? (We were classmates in grad school.)? She discusses the technical skills she needed to learn (IDL alone won&#8217;t get you a tech job) as well as the differences between business and academic culture.? (Peter Fiske&#8217;s book?Put [&hellip;]<\/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":[15,19,18,14],"tags":[],"class_list":["post-621","post","type-post","status-publish","format-standard","hentry","category-astronomy-science","category-career","category-education","category-science"],"_links":{"self":[{"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/posts\/621","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/comments?post=621"}],"version-history":[{"count":30,"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/posts\/621\/revisions"}],"predecessor-version":[{"id":651,"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/posts\/621\/revisions\/651"}],"wp:attachment":[{"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/media?parent=621"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/categories?post=621"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bellm.org\/blog\/wp-json\/wp\/v2\/tags?post=621"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}