<div dir="ltr"><div><span style="font-family:"Helvetica Neue";font-size:13px">Dear all,</span><br></div><div>
<p class="gmail-p2" style="margin:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:13px;line-height:normal;font-family:"Helvetica Neue";min-height:15px"><br></p>
<p class="gmail-p1" style="margin:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:13px;line-height:normal;font-family:"Helvetica Neue"">The reinsurance company Kettle (<a href="http://ourkettle.com/"><span class="gmail-s1" style="color:rgb(220,161,13)">ourkettle.com</span></a>) is looking for a Data Scientist Intern to work on climate change induced catastrophes using machine learning (ML). Please share this exciting opportunity among your network! </p>
<p class="gmail-p2" style="margin:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:13px;line-height:normal;font-family:"Helvetica Neue";min-height:15px"><br></p>
<p class="gmail-p1" style="margin:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:13px;line-height:normal;font-family:"Helvetica Neue"">The intern will be using ML to generate fake climate data based on those from GCMs, but still the fake climate data should preserve physical characteristics like spatiotemporal  autocorrelation and inter-variable correlations. If someone has relevant experience on Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), NGboosting,  Mixture Density Network (MDN), transfer learning, Bayesian networks, etc., that would be ideal.  Here is a job description for our full-time position: <a href="https://apply.workable.com/kettle-2/j/330E3004AF/"><span class="gmail-s1" style="color:rgb(220,161,13)">https://apply.workable.com/kettle-2/j/330E3004AF/</span></a>, and similar criteria also apply to the intern. This position is remote (you can live wherever you like), and we offer competitive salary. If everything goes well we may extend the offer to a full-time position. If you're interested, please contact <a href="mailto:yaling@ourkettle.com">yaling@ourkettle.com</a> along with a 1-2 page resume.</p></div><div><br></div><div>Thanks,</div><div>Yaling</div><div><br></div><div><br></div>-- <br><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><p style="color:rgb(136,136,136);font-size:12.8px;margin:2pt 0in 0.0001pt;background-image:initial;background-repeat:initial"><span style="font-family:Arial,sans-serif;font-size:9.5pt">Yaling Liu, PhD</span><br></p><p style="color:rgb(136,136,136);font-size:12.8px;margin:2pt 0in 0.0001pt;background-image:initial;background-repeat:initial"><span style="font-size:9.5pt;font-family:Arial,sans-serif">Lead Data Scientist</span></p><p style="color:rgb(136,136,136);margin:2pt 0in 0.0001pt;background-image:initial;background-repeat:initial"><font face="Arial, sans-serif"><span style="font-size:12.6667px">Kettle</span></font></p></div></div></div>