Health Informatics Data Scientist

Title	Health Informatics Data Scientist
Location	Bethesda, MD
Job Information	Health Informatics Data ScientistThe NorthTide Group is seeking a Health Informatics Data Scientist to provide support services on a government contract with the National Intrepid Center Of Excellence (NICoE). The Health Informatics Data Scientist will conduct research and development of state-of-the-art machine learning techniques that can be used to better understand the complex effects of concussion and mTBI. LOCATION: Bethesda, MD HOURS: M-F 8 hours/day, not to exceed 5 days/40 hours per week, excluding Federal Holidays. Requirements A Ph.D. in computer-science or related field or an M.S. or B.S. with equivalent work experience, and with a strong record of scholarship Candidates should possess the interest to work in multi-disciplinary environments Strong analytical, written and verbal communication skills. Proven ability to undertake and publish research in data mining, machine learning, and artificial intelligence at an international level Excellent programming skills in Python, C/C++, Perl, R, Matlab, or Java. A strong background in unsupervised, semi-supervised, and supervised machine learning techniques Knowledge in text analytics A strong background in Markov Random Fields, HMMs, part-based models, graph-based models, neural networks, and deep learning required Knowledge of modern machine learning and optimization methods, clustering analysis, probabilistic inference, predictive analytics, and dimensionality reduction techniques Knowledge of analytical and predictive models, clinical decision support systems, data mining, and the design of patient-specific models is required Knowledge of programs such as SAS and SPSS Proficiency in standard data analytics toolkits such as WEKA, R, Python, Matlab, MALLET, SciPy, RapidMinder, Orange, etc. is required Experience in manipulating and analyzing large data sets using existing technologies such as Hadoop, MapReduce, or GPUs are a plus Experience with boosting techniques including AdaBoost, decision trees, and neural networks. Knowledge of hidden Markov models and graphical models. Knowledge in machine learning algorithms including supervised, unsupervised, semi-supervised, transductive, and reinforcement learning. Possesses oral and written communication skills Proven publication record Must be able to obtain and maintain a government security clearance The NorthTide Group, LLC offers a comprehensive benefits package that offers: Medical and Dental Insurance Life Insurance Short and Long Term Disability 401k plan with Company match Paid Time Off Tuition Reimbursement Visit our website at www.northtidegroup.com for company information. The NorthTide Group, LLC is an EOE/M/F/VET/Disability
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