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Data Science Analyst

Company: Datanomics
Location: Princeton
Posted on: June 12, 2021

Job Description:

Do you want to work on the cutting edge of digital medicine? Our client is looking to hire a Data Scientist, who has experience analyzing speech audio files to develop predictive behavioral models. Are you familiar with deriving human behavioral informatics from speech and language? Have you developed vocal biomarkers? Are you comfortable working independently to lead the analysis, determine which characteristics to analyze and then developing models? Education Masterrsquos in Quantitative Discipline (e.g. physics, computer science, applied mathematics, etc.) PHD preferred Candidates must be able to fluently describe all computational modeling, algorithms, learning methodologies, and critical decisions associated with all projects listed on resume. Candidates are expected to be experienced with the following methodsskills Longitudinal speech sample data analysis for classification Supervised methods required Naiumlve Bayes classifiers Support vector machines Neural network (CNN, RNN) Multi-class logistic regression methods Time series analysis Data imputation Dimensionality reduction t-SNE, PCA, auto-encoders. Unsupervised methods Clustering k-means, density-based clustering, spectral clustering. Generative adversarial models a plus. Proficient with Python and R, able to operate with, and extract data from database sources SQL, NoSQL and have some knowledge of clinical data standards. The position is WFH (Eastern Time zone) during the Covid crisis with expectation of being in Princeton office 2 daysweek thereafter. This is a long-term consulting assignment-initial contract of 9 months, with annual extensions likely. Compensation is DOE. Datanomics is an equal opportunity employer.

Keywords: Datanomics, Trenton , Data Science Analyst, Other , Princeton, New Jersey

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