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Senior Data Scientist

Company: Virtusa
Location: Emeryville
Posted on: May 19, 2019

Job Description:

Job Title Senior Data Scientist You re an experienced, talented, and motivated data scientist who loves data, who s ready to work with a team of individuals who share your passion. You enjoy challenging projects involving large data pipelines, machine learning and deep learning model development and solve their real world use cases. With your strong analytical skills, unwavering commitment to quality, excellent technical skills, and collaborative work ethic, you ll do great things here. What you ll do As a Data Scientist, you ll be responsible for mastering our data and designing the systems which enable us to use it most effectively. You ll be designing, developing and implementing machine learning, deep learning, business intelligence, and predictive analytics models that meet the needs of millions of agents, brokers, home buyers, and sellers. Your role will involve collaborating with a team of talented engineers, product managers and designers to investigate new data sources, perform data modeling, and deploy new features. Skills, accomplishments, interests you should have PhD in Computer Science, Engineering, Mathematics, or related analytical discipline or equivalent combination of training and experience 2-4 years of Data ScienceAnalytics experience. Experience in social media marketing analytics with Instagram, Twitter, Facebook etc. Demonstrated experience in developing Multi channel attribution model in context of social media marketing channels. Experiencing in processing high volume social media data feeds from different channels. Proven experience with machine learning data modeling projects and model development for solving business problems. Experience with deep learning libraries (Keras,Tensorflow, Caffe, PyTorch, MxNet etc.) and application development a Solid knowledge of Python or R for statistical analysis, modeling and visualization (pandas, numpy, scipy, scikit-learn, etc) Some experience with ETL, data cleaning, transformation experience Ability to clearly explain big picture overview and in-depth technical details to both non-technical (product managers, senior leadership, etc.) and technical people Experience with a range of machine learning modeling techniques Random Forest, GBM, XGboost, GLM, Deep Learning (convolutional models, recurrent models), and dimensionality reduction methods (PCA, SVD) Experience in Unsupervised learning modelling techiques like Hierarchical Clustering,Density-based clustering.Clustering performance evaluation. Experience in Applications of texts and documents analysis,Natural Language Processing and Part-of-speech tagging.Sentiment Analysis.Topic Modeling. Experience in Networks Analytics Statistical descriptors of networks link analysis, centrality, and prestige. Network clustering modularity and community detection. Dynamics of information and epidemics spreading Experience with Network visualization algorithms spring-like layouts, multidimensional scaling, Gephi. Experience in Intelligent systems using Recommender systems Collaborative filtering Nice to haves Experience with Java, Scala etc. Familiarity or experience with Cloud-based or Big Data technologies (AWS, Spark, EMR, EC2, S3, AWS Athena, Redshift, , etc.) is a plus. Please call Suresh Krishnamurthy for questions - 510-399-7839

Keywords: Virtusa, San Francisco , Senior Data Scientist, Other , Emeryville, California

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