Postdoctoral Research Associate - Engineering
Position Summary
The postdoc will be anticipated to leverage satellite retrievals of atmospheric composition, emissions and meteorology datasets, and a chemical transport model (CTM). These geospatial inputs and information will be used to fine-tune a NASA foundation model (Prithvi WxC) to emulate CTM processes, and to predict ground-level air quality data (e.g., PM2.5, NO2, and SO2) over the United Sates for electric utility air permitting. The postdoc will also have the opportunity to work on other topics related to air quality modeling, remote sensing, and machine learning within the scope of ACAG.
Job Description
- Primary Duties & Responsibilities:
- Leverage satellite retrievals of atmospheric composition, emissions and meteorology datasets, and a chemical transport model (CTM).
- Fine-tune a NASA foundation model (Prithvi WxC) to emulate CTM processes.
- Predict ground-level air quality data (e.g., PM2.5, NO2, and SO2) over the United States for electric utility air permitting.
- Work on other topics related to air quality modeling, remote sensing, and machine learning within the scope of ACAG.
- Contribute to and lead grant proposal development (e.g., external postdoctoral fellowships) under the guidance of both mentors.
- Deliver guest lectures to strengthen teaching experience.
- Receive mentorship in preparing academia and industry job applications, and additional professional tutoring services from the Writing Center and Communication Center at WashU.
Working Conditions
This position works in a laboratory environment with potential exposure to biological and chemical hazards. The individual must be physically able to wear protective equipment and to provide standard care to research animals.
Salary Range
Base pay is commensurate with experience.
Education
- Required Qualifications: Ph.D., M.D. Or Equivalent Terminal Or Doctoral Degree.
- Preferred Qualifications: PhD in a relevant subject, including but not limited to, atmospheric science, environmental engineering, earth observation, and computer science.
Skills
- Strong programming skills and experience with machine learning applications in geoscience are highly desirable.
- Experience of disseminating findings through publications and presentations.
- Strong communication skills, with the ability to work both independently and collaboratively with a research team.
Additional Opportunities
- Professional development opportunities including grant proposal development, teaching experience, and academic and industry job applications.
Questions
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Accommodation
If you are unable to use our online application system and would like an accommodation, please email CandidateQuestions@wustl.edu or call the dedicated accommodation inquiry number at 314-935-1149 and leave a voicemail with the nature of your request. All qualified individuals must be able to perform the essential functions of the position satisfactorily and, if requested, reasonable accommodations will be made to enable employees with disabilities to perform the essential functions of their job, absent undue hardship.
Benefits Statement
Washington University in St. Louis is committed to providing a comprehensive and competitive benefits package to our employees. Benefits eligibility is subject to employment status, full-time equivalent (FTE) workload, and weekly standard hours. Please visit our website at https://hr.wustl.edu/benefits/ to view a summary of benefits.
EEO Statement
Washington University in St. Louis is committed to the principles and practices of equal employment opportunity. It is the University’s policy to provide equal opportunity and access to persons in all job titles without regard to race, ethnicity, color, national origin, citizenship (where prohibited by federal law), age, religion, sex, sexual orientation, gender identity or expression, disability, protected veteran status, or genetic information.