Bioinformatics, Data Analysis, Data pipelines, Data science techniques, Drug Discovery, Effective communication skills, Machine learning techniques, MATLAB Programming, Perl Programming, Python Programming, R Programming, Shell Scripting language, SQL, Unix Operating system
Mount Sinai has made major investments to attract world class expertise and build cutting-edge resources to fuel advanced research in biomedical data science and innovative technology development. Recruits will be appointed in the Department of Genetics and Genomic Sciences (GGS), which is currently the 2nd ranked genetics department nationally based on NIH funding. Based on work in GGS, Mount Sinai was recently recognized as the 4th most innovative data science organization in the world by Fast Company.
The Peters Lab is focused on
discovery of novel therapeutic targets and identification of biomarkers for patients with immune mediated diseases.
We generate
in silico
predictive models of disease from multi-omic profiling of patient tissue to inform on data driven insights and to generate and validate hypotheses on the functional implications of rare and common genetic variation in pathology.
This role will contribute significantly to our efforts to systematically study autoimmune, immunodeficient and inflammatory diseases through the integration of genetic, epigenetic, transcriptomic, proteomic and clinical phenotypic data into causal network models or machine learning models.
The goal of this research is to identify and validate mechanisms underlying pathology using computational models such as machine learning, deep learning, or other artificial intelligence techniques. Such models will be used to guide drug target and biomarker discovery and prioritization and to develop combination therapies for specific patient subsets.
Qualifications:
The Mount Sinai Health System is a hospital network in New York City. It was formed in September 2013 by merging the operations of Continuum Health Partners and the Mount Sinai Medical Center. The Health System includes more than 6,600 primary and specialty care physicians and 13 ambulatory surgical centers. It has ambulatory practices throughout the five boroughs of New York City, Westchester County, and Long Island, along with more than 30 aff
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