Post-Doc Research Assoc - Deep Learning & Molecular Image Analysis
- Employer
- The University of Nebraska–Lincoln
- Location
- Lincoln, NE
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- 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
The Department of Statistics and the Department of Biochemistry at the University of Nebraska-Lincoln are pleased to recruit candidates for a postdoctoral position in molecular image analysis. This position is supported by the Quantitative Life Sciences Initiative, a university-wide program supporting the integration of the data and life sciences. We are seeking candidates with expertise in data generated by molecular imaging techniques (e.g., XFEL, cryo-EM, UGED), computer science, statistics and machine learning, who have demonstrated a high level of skill in image preprocessing, management, and analysis.
The incumbent will be expected to develop a strong research program in data science and AI for molecular imaging. Responsibilities will include: (1) developing methods for processing, segmentation, and analysis of molecular images derived from diffraction or single particle cryo-EM data, (2) developing software implementations of novel analytical approaches to molecular images, and (3) using newly emerging analytical and computational tools to extract the maximum amount of information from data produced by modern structural biological imaging modalities (e.g., serial crystallography, single particle cryo-EM, single particle diffraction).
The Initiative and the Departments of Statistics and Biochemistry will support successful candidates to establish effective disciplinary and trans-disciplinary collaborations including integration with existing research groups; connect with stakeholders, agency, and/or industry partners; obtain and leverage external and internal support (grants, fellowships, etc.) for research and teaching activities; publish in high-quality, high-impact peer-reviewed journals and participate in scientific meetings and other appropriate activities; and translate research-based information into learner-centered products.
The successful candidate will be expected to teach at least one regular course per academic year in molecular imaging and image analysis. In addition, the successful candidate will participate in program and curriculum development, including graduate seminars and workshops.
Minimum Required Qualifications•PhD in Statistics, Mathematics, Physics, Biochemistry, or closely related field.
•Experience with analysis of data from 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.
•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.
•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.
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 contactMark Wilson
mwilson13@unl.edu
402-472-3626
Required fields are indicated with an asterisk (*).
- Letter of Interest
- Curriculum Vitae
- List of References
- Other Document
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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