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<p class="MsoNormal"><span style="line-height: 107%;" class="">The Atmospheric and Oceanic Sciences Program at Princeton University, in cooperation with NOAA’s Geophysical Fluid Dynamics Laboratory (GFDL), seeks a professional specialist/computational scientist
to integrate a computationally-advanced Python-based machine-learning (ML) augmented atmosphere model into the existing GFDL modeling system. The goal is to improve predictions of extreme precipitation events by permitting ML-powered model improvements.<o:p class=""></o:p></span></p>
<p class="MsoNormal"><span style="line-height: 107%;" class="">The successful applicant is expected to work with Lucas Harris at GFDL, Chris Bretherton and Oliver Fuhrer at the Allen Institute for Artificial Intelligence (AI2), as well with other scientists
in GFDL’s Weather and Climate Dynamics Division and AI2. This candidate would port AI2’s Python-wrapped climate model workflow into GFDL’s System for High-resolution prediction on Earth-to-Local Domains (SHiELD) and set up the AI2 machine-learning workflow
on a NOAA modeling system. <o:p class=""></o:p></span></p>
<p class="MsoNormal"><span style="line-height: 107%;" class="">The candidate would work to update the model with the newest version of SHiELD’s codes and continue to integrate new updates to SHiELD and in AI2’s ML workflow. This candidate would then apply the
ML-augmented model to create accurate and inexpensive large ensembles to improve predictions of extreme precipitation events on weekly to subseasonal timescales.
<o:p class=""></o:p></span></p>
<p class="MsoNormal"><span style="line-height: 107%;" class="">Scientists or engineers with a strong background in software engineering, computer science, computational science, high-performance computing, or machine learning are encouraged to apply. Knowledge
of both Python and Fortran would be extremely useful, as would some experience with hydrodynamic codes and machine learning software. This is a one-year position with potential for renewal based on candidate performance and continued funding.</span><span style="line-height: 107%;" class="">
</span><span style="line-height: 107%;" class="">Candidates must have at least a Master’s degree in an appropriate field. Complete applications include a CV, publication list, and 3 letters of recommendation. Review of applications will begin September 1, 2022
and will continue until the position is filled. Princeton is interested in candidates who, through their research, will contribute to the diversity and excellence of the academic community. Applicants should apply online at
</span><a href="https://www.princeton.edu/acad-positions/position/26786" target="_blank" class=""><span style="line-height: 107%;" class="">https://www.princeton.edu/acad-positions/position/26786</span></a><span style="line-height: 107%;" class="">.<o:p class=""></o:p></span></p>
<div style="margin: 0in;" class="">For more information about the research project and application process, please contact Lucas Harris at
<a href="mailto:lucas.harris@noaa.gov" class=""><span style="color:#1155CC" class="">lucas.harris@noaa.gov</span></a>.
<span style="color:#0E101A" class="">This position is subject to the University’s background check policy.</span></div>
<p class="MsoNormal"><span style="line-height: 107%;" class="">Princeton University is an equal opportunity/affirmative action employer, and all qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex,
sexual orientation, gender identity or expression, national origin, disability status, protected veteran status, or any other characteristic protected by law.<o:p class=""></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span style="font-family: Times;" class=""> </span></p>
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Anna Valerio :8)<br class="">
Princeton University<br class="">
AOS Program<br class="">
300 Forrestal Road, 209 Sayre Hall<br class="">
Princeton, NJ 08540<br class="">
phone: 609-258-6677<br class="">
fax: 609-258-2850<br class="">
<a href="mailto:apval@princeton.edu" class="">e-mail: apval@princeton.edu</a></div>
<div style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); font-family: Helvetica; font-size: 18px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; orphans: auto; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: auto; word-spacing: 0px; -webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; text-decoration: none;" class="">
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