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<p class="MsoNormal">The Lamont-Doherty Earth Observatory (LDEO) of
Columbia
University invites applications for a Postdoctoral Research
Scientist to
conduct research in the fields of glaciology and climate data
science. The
successful candidate would join a project aimed at using machine
learning and
artificial intelligence to emulate ice flow physics in ice sheet
models. The
project team consists of Jonathan Kingslake (LDEO), David Porter
(LDEO), Robin
Bell (LDEO), and Laure Zanna (New York University). Our initial
objectives
include developing work flows to simulate ice flow over
high-resolution basal
topography with physics-based models and to emulate this process
using machine
learning algorithms.</p>
<p class="MsoNormal">This project is funded by a new science and
technology
center based at Columbia University called Learning the Earth
through
Artificial intelligence and Physics (LEAP). LEAP brings together
geoscientists
and machine learning experts to improve Earth system models and
establish the
new interdisciplinary field of climate data science. The
successful candidate
will engage with the interdisciplinary activities of the center
by, for
example, organizing and chairing LEAP working groups. They will
also have opportunities
to participate in LEAP's education and knowledge transfer
activities.</p>
<p class="MsoNormal"
style="margin-bottom:0in;margin-bottom:.0001pt;line-height:
normal"><b style="mso-bidi-font-weight:normal"><u>Minimum
Qualifications:</u></b></p>
<ul>
<li>Either a PhD in geophysics and some experience of machine
learning, or
a PhD in machine learning/applied mathematics/statistics and a
strong interest
in applying machine learning to geophysics and glaciology
specifically.</li>
<li>Mathematical modeling.</li>
<li>Scientific computing (e.g., Matlab, Python, etc.).</li>
<li>Publishing peer-reviewed publications.
</li>
</ul>
<p class="MsoNormal"
style="margin-bottom:0in;margin-bottom:.0001pt;line-height:
normal"><b style="mso-bidi-font-weight:normal"><u>Desirable
Experience:</u></b></p>
<ul>
<li>Modeling ice flow with physics-based models.</li>
<li>Using machine learning algorithms to describe physical
processes.</li>
<li>Advanced computational skills (e.g., scientific Python
packages,
high-performance computing, cloud computing, big data analysis,
algorithm
development).
</li>
</ul>
<p class="MsoNormal"
style="margin-bottom:0in;margin-bottom:.0001pt;line-height:
normal"> </p>
<p class="MsoNormal">Appointment will be for 1-year with
continuation pending
progress and funding. </p>
<p class="MsoNormal">The search will remain open for at least 30
days after the
ad appears and will continue until the position is filled. </p>
<p class="MsoNormal">Columbia University benefits are offered with
this Officer
of Research appointment. </p>
<p class="MsoNormal">For further information about this position and
to submit
your application and other required documents, please visit our
application
site at:<span style="mso-spacerun:yes"> <br>
</span></p>
<p class="MsoNormal"><span style="mso-spacerun:yes"></span><a
href="https://academic.careers.columbia.edu/%23!/93731">https://academic.careers.columbia.edu/#!/93731</a></p>
<p class="MsoNormal"> </p>
<p class="MsoNormal" style="text-align:center" align="center"><i
style="mso-bidi-font-style:
normal">Columbia University is an Equal Opportunity and
Affirmative Action Employer
- Race / Gender / Disability / Veteran</i></p>
<p class="MsoNormal" style="text-align:center" align="center"><i
style="mso-bidi-font-style:
normal">The Lamont campus values diversity and inclusion, and
encourages
applications from members of underrepresented minority groups.</i></p>
<p class="MsoNormal" style="text-align:center" align="center"><i
style="mso-bidi-font-style:
normal">We accept online applications only.</i></p>
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<div class="moz-signature">-- <br>
<meta http-equiv="content-type" content="text/html; charset=UTF-8">
<title></title>
<b><font size="4" face="Times New Roman">Aileen Goldberg</font></b><font
size="5" face="Harrington"> </font><font size="2">(she/her)</font>
<div class="moz-signature">
<div class="moz-signature">
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<div class="moz-signature"><i>Talent Manager<br>
</i> <font size="-1"><br>
THE CLIMATE SCHOOL | COLUMBIA UNIVERSITY<br>
Lamont-Doherty Earth Observatory<br>
O: 845.365.8357 | C: 917.991.5925 <br>
<a moz-do-not-send="true"
href="https://www.climate.columbia.edu">www.climate.columbia.edu</a><br>
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href="https://lamont.columbia.edu">www.lamont.columbia.edu</a><br>
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