Dear All, We invite applications for a Postdoctoral Research Associate position at the University of Colorado Boulder (CU Boulder), with a flexible starting date of November 2021. Job advertisement below. The candidate does not need to check all these boxes, since they will be part of an interdisciplinary team. The bullet points indicate our wish list. We are highly interested in a VIS- or VA-oriented postdoc with foundation in ML and stats. We are creating research-oriented software infrastructure for interactive learning to facilitate earth data fusion, and we anticipate user studies with experts in the future. We already have an established line of communication with domain operational users and scientists for this purpose. Regards, Morteza Morteza Karimzadeh, PhD Assistant Professor of Geography Affiliate Assistant Professor, Computer Science, Information Science University of Colorado Boulder Traditional Territories of the Arapaho, Cheyenne and Ute Nations 303-492-3252 karimzadeh@colorado.edu<mailto:karimzadeh@colorado.edu> Postdoctoral Research Associate Position at CU Boulder University of Colorado Boulder, Boulder, CO Starting date (flexible): 11/1/2021 Application review begins September 15, 2021 on a rolling basis until the position is filled. We invite applications for a Postdoctoral Research Associate position at the Department of Geography, University of Colorado Boulder (CU Boulder), with a flexible starting date of November 2021. The postdoctoral scientist will have expertise in one or more areas of (spatiotemporal) machine learning, spatial statistics, and/or (geo)visual analytics and geovisualization. The postdoc will join a vibrant and growing team of graduate students and postdocs making methodological and applied contributions in the context of funded projects spanning environmental/cryosphere applications, machine learning-based epidemiological modeling, and spatial demography. All projects leverage either linear (e.g., spatial statistics) and/or non-linear (e.g., deep learning) models, therefore, solid foundation in statistics and machine learning is key. Interest and skills in R&D of user-facing visual analytics is an advantage. Our funded projects include a CU Boulder-funded award (Recovering from a Pandemic: Unraveling Neighborhood Geographic Disparities in Consumer and Business Behavior in 2021) in collaboration with CU Boulder economists, an NSF-funded EarthCube project focused on high-resolution mapping and classification of sea ice (Data Capabilities: Enabling Analysis of Heterogeneous, Multi-source Cryospheric Data, Award# 2026962) in collaboration with remote sensing and sea-ice geoscientists, and other projects in collaboration with spatial demographers and epidemiologists at CU Population Center and New York-based Population Council on machine learning-based predictive modeling of COVID-19 and infectious diseases. The postdoctoral position will be homed in the Geography Department at CU Boulder under the supervision of PI Dr. Morteza Karimzadeh, and will actively collaborate with co-PIs, scientists, students and interface with stakeholders across multiple agencies based on the specific assigned project(s), including the National Snow and Ice Data Center (NSIDC), CU Denver's Department of Computer Science, CU Population Center, Population Council, CU Boulder Economics, and the National Geospatial Intelligence Agency (NGA). The University of Colorado Boulder is committed to building a culturally diverse community of faculty, staff, and students dedicated to contributing to an inclusive campus environment. We are an Equal Opportunity employer, including veterans and individuals with disabilities. Who We Are We are a team of geospatial scientists, making methodological and applied contributions in collaboration with domain experts and stakeholders in the context of transdisciplinary projects. Our expertise is situated between geography, computer science, GIS, and data science. We use our knowledge to bridge the physical and human sciences. Our research spans an exceptional array of disciplines. We train our students and scholars - in a friendly, well-supported environment - to be top scientists as well as citizens of the broader world to which we are all connected. The Department of Geography is ranked as one of the top programs among the nation's doctoral-granting departments of geography. CU Geography has one of the nation's highest rates of PhD placement in academic geography programs as well as one of the highest rates of external funding for graduate student research. What Your Key Responsibilities Will Be * Design and implement algorithms, software and computational modules in collaboration with team members. * Draft and lead scholarly publications and reports. * Assist the PI with leading and managing research activities within the group. * Assist the PI with user evaluations and stakeholder engagement. * Mentor graduate and undergraduate students in the team. * Assist in drafting successful research grant proposals. * Interface with other research groups at and beyond CU Boulder. What You Should Know * Starting date (flexible): November 2021. * The initial offer is for 12 months, with strong potential for renewal contingent upon favorable progress and funding availability. * This is a unique postdoctoral research associate opportunity providing the expertise of multiple collaborators in other fields at the disposal of the postdoc for excelling in cutting-edge research. What We Can Offer The salary range for this position is $52,000-$56,000 commensurate with experience. The benefits go well beyond salary at CU Boulder. The applicant will be eligible for CU Boulder's faculty, graduate and family housing apartment rentals with excellent rates close to downtown Boulder. This position is eligible for University of Colorado's generous Research Faculty benefits including retirement, health and life insurance programs. You can find additional information about the options available to you within our benefits plans on the CU System website: http://www.cu.edu/employeeservices/benefits. What We Require: * A Ph.D. in geography, computer science, information science, statistics, geosciences or a cognate field is mandatory. * Solid foundation in machine learning, applied statistics and basic skills in GIS is required. What You Will Need: Given the transdisciplinary nature of this postdoctoral position, we expect that the candidate will possess some of the following, with interest in developing other necessary items depending on the specific projects identified for the postdoc: * Research background and expertise in (applied) machine learning and particularly, deep learning. * Background and experience working with spatial data, geographic information systems and earth observations. * Programming skills in Python, Scikit-learn and deep learning libraries (TensorFlow or PyTorch). Working ability with R and its spatial packages is a plus, especially for spatial stats projects. * Excellent oral and written communication skills are mandatory. * Research background and expertise in spatial statistics and generalized linear models. What We Would Like You to Have (Desired but not Mandatory): * Remote sensing knowledge is highly desirable. * Interest or background in visual analytics for interactive machine learning. * Front-end development and visualization skills using D3.js, leaflet.js and the React framework is desirable. * Experience working with cloud storage and compute instances. * Familiarity with passive and active microwave imagery, airborne and spaceborne lidar altimetry is desirable (examples include SAR imagery from Sentinel-1, lidar altimetry data from Operation IceBridge and ICESat-2, and radar altimetry data from CryoSat-2). * Experience in working with the output of climate models. Special Application Instructions for Applicants: To apply, please submit the following materials through the application portal https://jobs.colorado.edu/jobs/JobDetail/?jobId=32485&emailCampaignId=168f: 1. Resume/CV 2. Cover Letter 3. Research Statement During the application process, you will need to enter contact information for two references and we will request letters of recommendation and additional materials if needed, as the search progresses. Both beginning and senior postdoctoral candidates are encouraged to apply. Please direct your questions to Dr. Morteza Karimzadeh (karimzadeh@colorado.edu<mailto:karimzadeh@colorado.edu>). Applications will be reviewed on a rolling basis starting September 15, 2021 until the position is filled. Note: Application materials can not be accepted via email. For consideration, applications must be submitted through CU Boulder Jobs.<https://jobs.colorado.edu/jobs/JobDetail/?jobId=32485&emailCampaignId=168f>