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	<title>maybe machine learning might help &#8211; Gareth Klose</title>
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		<title>A feature request for LinkedIn</title>
		<link>https://garethklose.com/2020/11/a-feature-request-for-linkedin</link>
		
		<dc:creator><![CDATA[gareth]]></dc:creator>
		<pubDate>Sat, 14 Nov 2020 10:34:20 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[maybe machine learning might help]]></category>
		<category><![CDATA[recruiters]]></category>
		<category><![CDATA[Technology]]></category>
		<guid isPermaLink="false">https://garethklose.com/?p=6719</guid>

					<description><![CDATA[I like LinkedIn, but I would love if I could make recruitment messages more relevant.]]></description>
										<content:encoded><![CDATA[
<p><em>I&#8217;m about to whine about recruitment, which I understand isn&#8217;t great when many good people are looking for work.</em></p>



<p><em>If you can do anything to help people in your network, recommendations, connecting people up &#8211; now is the time to lower your reputation-risk considerations (what if they aren&#8217;t a match, aren&#8217;t good) and do it anyway.</em></p>



<p>Although I dislike the Storification of LinkedIn, and find &#8220;Heart Warming Stories of Dubious Origin, About That One Time Someone Showed Basic Human Empathy&#8221; posts a little grating, <strong>I like LinkedIn</strong>.</p>



<p>I primarily work in the Media &amp; Entertainment industry, and very often people move around. One time I was working with a team who were re-engineering a high profile transcode stack, and we needed to check compatibility that one consumer with very <s>Fussy Set-Top Boxes</s> specific H264 encoding parameters.</p>



<p>Searching on LinkedIn found that someone I&#8217;d previously worked with was now there, and that was one of those useful back-channels that actually get the work done, alongside the formal ones where invariably detail is lost in all the mediation layers.</p>



<p>I&#8217;ve previously found work through LinkedIn also, people in my network were looking and we had chats&#8230;</p>



<p>In both of these cases it was a route to contact people who I likely wouldn&#8217;t have managed otherwise.</p>



<h2 class="wp-block-heading">The Bit Where I Bitch About Recruiters</h2>



<p>While I know <em>#NotAllRecruiters</em>, many are somewhat annoying.</p>



<p>I&#8217;m quite specific in my profile intro of the kind of roles I&#8217;m open to, and still I get requests to be a: Permanent, SAP, Project Manager, in Bracknell.</p>



<p>That&#8217;s one technology I&#8217;ve never worked with (merely around) and 3 job qualities that I will avoid.</p>



<p>Tiresome for everyone, a waste of my time to read and theirs to send.</p>



<h2 class="wp-block-heading">The over-engineered solution</h2>



<p>As mentioned, I&#8217;ve a number of relatively simple conditions about jobs I&#8217;ll consider.</p>



<p>One time I got a message about a job that was &#8220;Only for Oxbridge graduates, but Imperial is also OK&#8221; &#8211; I know this was meant to be flattering and give the impression of an intellectual workplace (while also being a bit negging that &#8220;Imperial was almost good enough&#8221;). However, it just screamed of a horrendously toxic culture with Platinum Grade Gatekeeping.</p>



<p>So if you&#8217;re specific about what you&#8217;re looking for why don&#8217;t you get to state that in some questions, and when a recruiter who isn&#8217;t in your network wants to contact you, how about they&#8217;re given a page like this&#8230; (please excuse the <img src="https://s.w.org/images/core/emoji/15.0.3/72x72/1f4a9.png" alt="💩" class="wp-smiley" style="height: 1em; max-height: 1em;" />  mock)</p>



<figure class="wp-block-image size-large is-resized"><img fetchpriority="high" decoding="async" data-attachment-id="6720" data-permalink="https://garethklose.com/2020/11/a-feature-request-for-linkedin/tryit_editor_v3_6" data-orig-file="https://cdn.garethklose.com/wp-content/uploads/2020/11/Tryit_Editor_v3_6.png" data-orig-size="918,594" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="Tryit_Editor_v3_6" data-image-description="" data-image-caption="" data-medium-file="https://cdn.garethklose.com/wp-content/uploads/2020/11/Tryit_Editor_v3_6-300x194.png" data-large-file="https://cdn.garethklose.com/wp-content/uploads/2020/11/Tryit_Editor_v3_6.png" src="https://cdn.garethklose.com/wp-content/uploads/2020/11/Tryit_Editor_v3_6.png" alt="A list of questions a recruiter might face: is the position permanent or contract, using appropriate technologies, what the salary is" class="wp-image-6720" width="459" height="297" srcset="https://cdn.garethklose.com/wp-content/uploads/2020/11/Tryit_Editor_v3_6.png 918w, https://cdn.garethklose.com/wp-content/uploads/2020/11/Tryit_Editor_v3_6-300x194.png 300w, https://cdn.garethklose.com/wp-content/uploads/2020/11/Tryit_Editor_v3_6-150x97.png 150w, https://cdn.garethklose.com/wp-content/uploads/2020/11/Tryit_Editor_v3_6-768x497.png 768w" sizes="(max-width: 459px) 85vw, 459px" /></figure>



<h2 class="wp-block-heading">Actually Maybe This Is Application for ML&#8230;</h2>



<p>As I was writing this (helpfully after doing the <img src="https://s.w.org/images/core/emoji/15.0.3/72x72/1f4a9.png" alt="💩" class="wp-smiley" style="height: 1em; max-height: 1em;" /> mockup), I thought of a much better solution: If you can choose from a smaller range of criteria &#8211; and ones that could be detected by an ML classifier &#8211; LinkedIn could just run the classifiers you care about on an &#8220;out of network&#8221; message.</p>



<p>The score of the message could then drive a traffic light system: the message is accepted, outright denied, and if borderline the sender needs to click a &#8220;Yes, it&#8217;s appropriate and your classier is wrong, scouts honour, promise&#8221; button.</p>



<h2 class="wp-block-heading">Would it work?</h2>



<p>Unless there was a penalty for clicking &#8220;This Isn&#8217;t Spam&#8221; I doubt it would.</p>



<p>I also suspect it would hurt LinkedIn&#8217;s revenue too much, if having paid for Gold Premium Ultra, people aren&#8217;t able to send messages</p>



<p>To the good recruiters, who like great project managers are rare but invaluable &#8211; I&#8217;m sorry.</p>



<p>To the rest of you, I&#8217;m just not ready to do SAP in Bracknell.</p>
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