Post-Doc Research Assoc - Machine Learning and Image Analysis
- Employer
- The University of Nebraska–Lincoln
- Location
- Lincoln, NE
View more
- Administrative Jobs
- Academic Affairs, Research Staff & Technicians, Institutional & Business Affairs, Auxiliary Services
- Position Type
- Postdoc
- Employment Type
- Full Time
- Institution Type
- Four-Year Institution
Job Details
Post-Doc Research Assoc - Machine Learning and Image Analysis
Department:Statistics IANR-0832
Requisition Number:F_200050
Posting Open Date:02/21/2020
Application Review Date: (To ensure consideration, please submit all application materials before review date):03/30/2020
Open Until Filled:Yes
Description of Work:This appointment is a 12-month position as a research scientist in the Department of Biochemistry and the Department of Statistics at the University of Nebraska-Lincoln.
Duties include the development of a strong research and teaching program in molecular image analysis, which contributes to the organizational mission (e.g., Agricultural Research Division, Quantitative Life Sciences Initiative, Department of Statistics, Office of Research and Economic Development). Responsibilities will include (1) developing methods for processing, segmentation, and analysis of molecular images; (2) developing software implementations of novel analytical approaches; and (3) using newly emerging analytical and computational tools to make significant contributions to imaging in structural biology (e.g., XFEL, cryo-EM).
The incumbent will be expected to average 0.30 FTE as determined by the CASNR Academic Appointment Guidelines. This will include one regular course per semester in Statistics. The incumbent is expected to develop and teach graduate seminars and workshops on topics relevant to imaging in the life sciences and contribute to educational activities associated with the doctoral program in Complex Biosystems. Specific teaching activities may be changed over time based on academic unit need.
The incumbent will be expected to average 0.70 FTE to support seeking and establishing effective disciplinary and transdisciplinary collaborations including effective integration with externally funded research groups and educational programming. The incumbent is expected to publish in high-quality, high-impact peer-reviewed journals, and participate in scientific meetings and other appropriate professional activities
The incumbent will contribute, as an effective scholar and citizen of a land-grant institution, to the integrated mission of home units (e.g., department, initiative), including supporting student recruitment and IANR science literacy initiative, and beyond.
Minimum Required Qualifications:PhD in Statistics, Mathematics, Physics, Biochemistry, or closely related field. Experience with statistical methods relevant to molecular imaging experiments, as demonstrated by refereed papers, presentations, or other completed projects, e.g., PhD thesis. Computing and methodological skills appropriate to the preprocessing and analysis of data types with which the candidate has experience. Communication skills, written, verbal and otherwise, at a level sufficient to interact easily with a broad range of researchers at UNL, with the academic world more generally, and with the broader Nebraska scientific community.
Preferred Qualifications:Demonstrated methodological novelty and creative ability in one or more area of deep learning and AI applicable to molecular imaging. This includes, but is not limited to, Bayesian statistics, Gaussian processes, image analysis, and prediction of optimal experimental settings and molecular orientation. Collaborative research experience in structural biology using either X-ray crystallography or cryo-EM approaches. Proficiency with modern object-oriented programming languages including C++ and Python.
Criminal History Background Check Required:No
How to Apply:Click “Apply to this job” and complete the information form. Attach a letter of interest, curriculum vitae, contact information for three professional references, and a one-page statement of research interests (attach as “Other Document”).
As an EO/AA employer, qualified applicants are considered for employment without regard to race, color, ethnicity, national origin, sex, pregnancy, sexual orientation, gender identity, religion, disability, age, genetic information, veteran status, marital status, and/or political affiliation. See http://www.unl.edu/equity/notice-nondiscrimination.
For questions or accommodations related to this position contact:Mark Wilson
mwilson13@unl.edu
402-472-3626
Faculty Non-Tenure Leading
Job Type:Full-Time
Position funded by grant or other form of temporary funding?:Yes
Planned Hire Date:To be arranged
Organization
Working at University of Nebraska-Lincoln
For 150 Years, A Leader in Higher Education
Always a place of high ambition, University of Nebraska was one of the first institutions west of the Mississippi River to award doctoral degrees - the first was granted in 1896. The University of Nebraska established the world's first undergraduate psychology laboratory. The discipline of ecology was born here, and the campuses reflect that tradition, being recognized as botanical gardens and arboreta. An early institutional interest in literature and the arts provided the foundations for today's Prairie Schooner literary magazine, for the University of Nebraska Press, and for the Sheldon Museum of Art, which houses one of the world's most significant collections of 20th century American art.
Today, Nebraska is one of the nation's leading teaching institutions, and a research leader with a wide array of grant-funded projects aimed at broadening knowledge in the sciences and humanities. Nebraska is also a land-grant university and a member of the Association of Public and Land-grant Universities (APLU). The university is accredited by the Higher Learning Commission of the North Central Association of Colleges and Schools.
Benefits
The University of Nebraska offers an extensive benefits package that includes health, life, disability and long term care insurance; retirement accounts; tuition reimbursement for employees and their spouses and dependent children; and reimbursement accounts for health care and dependent day care. Leave policies are designed to help employees deal with personal or family events or crises.
Diversity and Inclusion
In the spirit of the phrase "Every Interaction Matters", UNL has an enacted commitment to diversity and inclusive excellence for our faculty, staff, and students. On our campus, diversity and inclusion are important priorities. Examples include: Husker Dialogues, which is an event that helps first-year students focus on diversity and inclusion and practice handling difficult conversations around difference; three Chancellor's Diversity Commissions that are charged with informing and advising the Chancellor and addressing issues of constituent campus communities; and the establishment of the Office of Diversity and Inclusion whose leader operates at the Vice Chancellor level. At the University of Nebraska-Lincoln, we strive for excellence in all that we do. True excellence requires that each individual be able to work and learn in an atmosphere of respect, dignity, and belonging. Our commitment to diversity and inclusion requires each of us to continuously ensure our interactions are respectful, protect free speech, and inspire academic freedom.
About Lincoln
The University of Nebraska-Lincoln is located in an up-and-coming and safe city of 300,000 people that has many of the cultural and entertainment benefits of a much larger city, with the feel of a friendly Midwestern community. The Pinnacle Bank Arena, opened in 2013, routinely hosts major touring acts. A buzzing entertainment district, the Railyard, connects the arena area to the Historic Haymarket. Cuisines from all continents provide the entree to dynamic urban nightlife and a wide variety of ways to enjoy time with friends. Nebraska's City Campus is one with Lincoln's city center, as it has been since the university was founded.Lincoln has more parkland per capita than Austin, Texas; Portland, Oregon; and all but a handful of U.S. cities. The well-manicured Pioneers Park, the native woods of Wilderness Park and the open grassland of Nine-Mile Prairie are each within a 10-minute trip from campus. Connecting many of these parks is an extensive trails network.
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