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Postdoctoral Research Associate in Deep Learning for Biomedical and Health Informatics / NB50607988
Oak Ridge National Laboratory
Oak Ridge National Laboratory
 

Job Location: Oak Ridge, TN

Purpose:
The Biomedical Science, Engineering, and Computing (BSEC) Group in the Computational Science and Engineering Division (CSED) at the Oak Ridge National Laboratory (ORNL) seeks to hire a postdoctoral research associate with a focus on deep learning for biomedical applications. We are seeking creative people with solid analytical capabilities, broad machine learning and statistical modeling skills, and strong programming experience.Our group is committed to conducting research in computational, data, and engineering sciences in the context of biomedical, clinical, and public health disciplines and applying this knowledge to support the nations leading health initiatives.


Major Duties/Responsibilities:
Research and develop new and novel methods in deep learning as applied to biomedical applications. Collaborate with BSEC/CSED scientists in a wide variety of data analytics and architecture research. Author peer reviewed papers, technical papers, reports and proposals for internal and external release and represent the organization by giving technical presentations in large public forums. Be a part of a vibrant collaborative research environment which will provide the opportunity to perform cutting-edge research in high-performance computing, using ORNLs Leadership Class Supercomputer. Technical Questions:Georgia TourassiTel: (865) 576-4829Email: THIS EMAIL


Qualifications Required:
Basic Qualifications: Ph.D. in Computer Science, Applied Mathematics, Statistics, Engineering or a closely related field. Previous research experience in deep learning methods.Preferred Qualifications: Solid theoretical foundation, algorithmic skills, and hands-on experience with deep learning, in the biomedical domain. Thorough understanding of optimization and scalability of machine learning algorithms. Experience with parallel and distributed computing architecture including MPI, CUDA, and OpenCL. Experience with various deep learning libraries such as Tensorflow, Theano, Caffe, Torch, Keras. Well-rounded data science experience with large, heterogeneous, and/or real-time datasets as well as open source big data technologies such as Hadoop, Spark etc.Additional Information:Applicants cannot have received the most recent degree more than five years prior to the date of application and mustcomplete all degree requirements before starting their appointment. This appointment will initially be for 24 months with apossibility of an extension of up to 12 months. Initial appointments and extensions are subject to performance and availabilityof funding.






Oak Ridge National Laboratory

ORNL is an equal opportunity employer. All qualified applicants, including individuals with disabilities and protected veterans, are encouraged to apply. UT-Battelle is an E-verify Employer.
 
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