Postdoctoral Scholar - Atmospheric Sciences (Fetch4)

Company: UW Medicine
Location: Seattle
Posted on: November 1, 2024

Job Description:

University of Washington: Academic Personnel: College of the Environment: Atmospheric SciencesLocation Seattle, WA Open DateAug 11, 2023DescriptionJob SummaryThe Department of Atmospheric Sciences at the University of Washington has a Postdoctoral Scholar position open to join our research team working on improving our understanding of the methane cycle in past and modern atmospheres. The applicant will develop and utilize box models, linear inverse models, and deep learning models (U-nets, PINNs, etc.) to represent the methane cycle in a computationally efficient manner. These models will both inform and be trained using global chemistry-climate models. These efficient representations of the methane cycle will ultimately be used to constrain the drivers of variations in atmospheric methane and the oxidative capacity of the troposphere using both satellite and isotopologue (--13C-CH4, --D-CH4, 14CH4, and 14CO) measurements.Responsibilities

• Development of efficient box models, linear inverse models, and deep learning models
• Constrain drivers of methane variations using isotopologue measurements and satellite observations
• Interact with researchers developing chemistry-climate models
• Communicate results in peer-reviewed literature and conference presentationsThe position will be funded for one year from the date of hire, with future years of funding contingent on performance. The position will be available beginning August 15, 2023, and will remain open until filled.Project SummaryFate, Emissions, and Transport of CH--- (FETCH---; ) is an international collaboration of scientists from 19 institutions across 7 countries that is co-led by the University of Washington and the University of Rochester. The project is supported by Schmidt Future's Virtual Earth Research Institute (VESRI). The central focus of the project is to improve our understanding of the methane cycle and better represent the important methane-feedback mechanism in climate models. To achieve this, the FETCH--- team will make new isotopologue measurements in both Greenland ice cores and air samples from 11 stations around the world. These isotopologue measurements provide unique chemical fingerprints that will allow the team to isolate the role of individual aspects of the methane cycle such as fossil fuel emissions. These new measurements will be used in combination with satellite observations to estimate individual sources of atmospheric methane as well as the chemical sink of methane. In tandem, the team will develop modeling capability to simulate these isotopologues in global climate models and then accelerate the climate models with machine learning. These computationally efficient models will be used to help interpret the isotopologue measurements and improve the representation of the important methane feedback mechanism in global climate models.CompensationThe base salary range for this position will be $65,508 to $70,908 per year, commensurate with experience and qualifications, or as mandated by a U.S. Department of Labor prevailing wage determination. Other compensation associated with this position may include a moving allowance or a relocation incentive.Postdoctoral scholars are represented by UAW 4121 and are subject to the collective bargaining agreement unless agreed exclusion criteria apply.QualificationsA Ph.D. or foreign equivalent in atmospheric sciences or related field (oceanography, environmental sciences, geosciences, chemistry, statistics, data sciences, computer sciences, or other quantitative science or engineering field) is required at the time of appointment. The successful candidate will have a demonstrated ability to conduct data analyses and communicate results in peer-reviewed literature and presentations. Experience using atmospheric models, computer programming (Python or Fortran), high-performance computing, or machine learning is desired.The position is a twelve-month appointment at 100% FTE with the opportunity to extend to a second year subject to approval and availability of funding. A Postdoctoral Scholar is an academic appointment that requires evidence of a conferred PhD by the appointment start date.University of Washington postdoctoral scholar appointments are for a temporary, defined period not to exceed five years/60 months, including any previous postdoctoral experience.Application InstructionsTo apply, please submit the following by email to :
  • A cover letter highlighting your interest and why you feel you would be a good fit for FETCH---, as well as to which institution(s) you are interested in applying.
  • Contact information of 4 individuals who could provide a letter of recommendation.Application ProcessThis institution is using Interfolio's Faculty Search to conduct this search. Applicants to this position receive a free Dossier account and can send all application materials, including confidential letters of recommendation, free of charge.The University of Washington is an affirmative action and equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, creed, religion, national origin, sex, sexual orientation, marital status, pregnancy, genetic information, gender identity or expression, age, disability, or protected veteran status.To request disability accommodation in the application process, contact the Disability Services Office at 206-543-6450 or .
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Keywords: UW Medicine, Lakewood , Postdoctoral Scholar - Atmospheric Sciences (Fetch4), Other , Seattle, Washington