Research Scientist - Department of Ecology, Evolution and Behavior

Research Scientist - Department of Ecology, Evolution and Behavior University of Minnesota - 4.1 Minneapolis, MN Job Details Full-time Estimated: $67.4K - $85.3K a year 19 hours ago Qualifications Statistics Doctoral degree Big data R Spectroscopy Analysis skills C++ Julia Machine learning Doctor of Philosophy Deep learning Senior level Python Full Job Description Required Qualifications: Ph.D. in biodiversity informatics, remote sensing of biodiversity, or related fields, and a strong background in implementing advanced machine learning and deep learning approaches, spatial statistics, and experience in quantitative ecology and applied statistics. Analytical and programming skills commensurate with Ph.D. level training. Demonstrated ability to conceptualize, write, and publish high-quality scientific work. Preferred Qualifications: Experience working with large data sets (Big data). Experience with Python, Julia, R, C++, and/or other programming languages. Experience with machine and deep learning modeling approaches and developing Bayesian models. Multidisciplinary skills to bridge fields such as plant disease ecology, remote sensing data, and geospatial statistics. Respect for and sensitivity to diverse cultures, identities, and backgrounds in the workplace. Duties: We seek a researcher with extensive experience in plant disease ecology, imaging spectroscopy, remote sensing, and machine and deep learning approaches to work in the detection of invasive diseases using spaceborne observations. We are interested in recruiting an individual with strong theoretical and modeling skills, with a strong background in using satellite data to construct predictive models that allow the early detection of tree diseases from space. The research scientist will be responsible for 1) managing (accessing and processing) Landsat and Sentinel-2 data, 2) developing predictive models for the early detection of tree diseases, and 3) writing manuscripts to communicate the results. Percentage breakdown of duties: 60% Conduct time series analysis of land surface phenology (LSP) based on Landsat and Sentinel-2 imagery. Develop and test predictive models of disease detection. 35% Contribute to manuscript preparation and reports. 5% Other duties, including preparing and delivering presentations, conducting outreach with the public. Ecology, Evolution, and Behavior (EEB) faculty teach undergraduate classes, advise graduate students, and conduct research in the areas of ecology, evolution, and behavior. Check out the Faculty and research section to learn more about them and their intriguing research interests. EEB is part of the College of Biological Sciences at the University of Minnesota and is one of the University's most highly-ranked units. The department is located in the Ecology Building on the St. Paul campus, but also has two major field stations where students and faculty conduct field research. Many of the research collections of the Bell Museum are also located in the Ecology Building, and the department is an affiliated department of the St. Anthony Falls Laboratory. Applications must be submitted online. To be considered for this position, please click the Apply button and follow the instructions. You will be given the opportunity to complete an online application for the position and attach a cover letter and resume. Additional documents may be attached after application by accessing your "My Job Applications" page and uploading documents in the "My Cover Letters and Attachments" section. To request an accommodation during the application process, please e-mail or call .... 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