Columbia College’s Local weather College invitations candidates for a Postdoctoral Analysis Scientist place in machine studying, and atmospheric and local weather science at its Morningside campus in New York Metropolis.
Date posted
July 11, 2022 3:45 pm
Software deadline
Aug. 11, 2022 5:00 pm
Group
Columbia College: Earth Institute
Location
Job description
Columbia College’s Local weather College invitations candidates for a Postdoctoral Analysis Scientist place in machine studying, and atmospheric and local weather science at its Morningside campus in New York Metropolis. This place is a part of the newly funded NSF Science and Know-how Heart “Studying the Earth with Synthetic Intelligence and Physics” (LEAP). Appointment is full-time for a two-year interval. Appointment is made yearly and is contingent upon funding and efficiency.
The Postdoctoral Analysis Scientist will use machine studying and Bayesian inference to unite insights from disparate sources of knowledge on cirrus cloud ice crystals. These sources of knowledge embrace particle probe and electron microscopy of cirrus ice particles captured in situ, laboratory knowledge from cloud chamber and particle levitation experiments, and distant sensing knowledge of rising clouds with radar and lidar. These knowledge will likely be used to tell the complexity essential to precisely mannequin the expansion pathways of ice crystals, and in addition to constrain and quantify uncertainty inside these fashions. The venture will likely be lead by Dr. Marcus van Lier-Walqui and Dr. Kara Lamb at Columbia College in collaboration with Dr. Hugh Morrison and Dr. Andrew Gettelman on the Nationwide Heart for Atmospheric Analysis (NCAR). The profitable applicant will collaborate with a supportive workforce that features machine studying specialists and atmospheric scientists at each NCAR and the Heart for Studying the Earth with Synthetic Intelligence and Physics (LEAP; https://leap.columbia.edu, a brand new NSF Science and Know-how Heart (STC) at Columbia College).
The Postdoctoral Analysis Scientist will likely be anticipated to arrange and chair a LEAP analysis working group associated to ML – parameter inference in fashions, lead peer-reviewed publications, and current their outcomes at LEAP and different scientific conferences. The Postdoctoral Analysis Scientist must also anticipate to sometimes (although sometimes) journey to NCAR in Boulder, Colorado as a part of multi-institutional collaborations.
{Qualifications}
Minimal {Qualifications}
- A Ph.D. in Earth System Science, Atmospheric Science, Information Science, Bayesian Statistics, Utilized Arithmetic, Physics, or a instantly associated self-discipline is required by the beginning of the appointment.
- Robust programming abilities are a requirement.
Most popular {Qualifications}
- Fluency in Python and Fortran
- Superior expertise in machine studying.
- Demonstrated expertise in dealing with massive, disparate datasets, and expertise with statistical/mathematical analyses and knowledge visualization.
- Wonderful command of the English language (verbal and written) and powerful communication abilities are desired.
Software Directions
Submit your software, together with a canopy letter, which ought to element previous analysis expertise and future pursuits, present CV, and the names, cellphone numbers and e mail addresses of three references.
Appointment is full-time for a two-year interval. Appointment is made yearly and is contingent upon funding and efficiency.
Search will stay open for not less than 30 days after the advert seems and can proceed till the place is crammed.
Columbia College advantages are provided with this Officer of Analysis appointment.
Equal Employment Alternative Assertion
Columbia College is an Equal Alternative Employer / Incapacity / Veteran
For extra particulars
https://apply.interfolio.com/107625
