10 часов назад
Postdoctoral Fellow I (AI/ML)
82 650$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Postdoctoral Fellow I (Atmospheric Data Assimilation and AI/ML): Conducting satellite data assimilation and coupled atmosphere-aerosol-land analysis and forecasting experiments using the MPAS-GOCART2G-JEDI system, with an accent on cycling workflows, remote sensing observations, and numerical weather prediction. Focus on developing assimilation algorithms and workflow tools, evaluating forecast impacts through quantitative verification, and publishing scientifically interpreted results.
Location: Boulder, Colorado; all work must be performed within the United States, excluding U.S. Territories
Salary: USD 82,650 per year
Company
conducts atmospheric and Earth system research through NSF NCAR laboratories and scientific programs.
What you will do
- Conduct independent and collaborative research in satellite data assimilation and coupled atmospheric analysis and forecasting.
- Design and run cycling analysis and forecast experiments with the MPAS-GOCART2G-JEDI system to evaluate remote sensing observations.
- Develop or improve data collection, processing, postprocessing, visualization, and end-to-end cycling workflows.
- Explore innovative data processing and assimilation methods, including AI and machine-learning approaches, through targeted case studies.
- Analyze experimental results, diagnose system performance, evaluate forecast impacts, and recommend improvements based on quantitative verification.
- Prepare research findings for conferences, peer-reviewed publications, proposals, progress reports, and related documentation.
Requirements
- Ph.D. earned within the last five years or expected within the next six months in atmospheric science, computer science, statistics, or a related field.
- Knowledge of data assimilation algorithms, cycling experiments, satellite meteorology or cloud microphysics, and numerical weather prediction modeling.
- Experience with Python or shell scripting for testing and running workflows on supercomputers.
- Ability to work independently and collaboratively in an interdisciplinary research environment.
- Strong scientific problem-solving, time-management, organizational, written, and oral communication skills.
- Compliance with U.S. export control regulations and U.S. work-location requirements is required.
Nice to have
- Knowledge of remote sensing data assimilation.
- Knowledge of satellite retrieval processes.
Culture & Benefits
- Interdisciplinary research environment with independent and collaborative work.
- Medical, dental, vision, disability, retirement, leave, tuition assistance, and employee assistance benefits.
- contributes 10% of base salary to the retirement plan.
- At least 20 days of annual paid time off, 10 paid holidays, and 12 weeks of paid parental leave.
- Public Service Loan Forgiveness eligible employer.
Hiring process
- Submit a resume or CV, cover letter, and application questionnaire.
- Background checks and/or federal screenings are conducted for selected candidates.
- Visa sponsorship may be available for candidates already in the U.S. in H-1B status or another status permitting an in-country change to H-1B.
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