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Senior Data Scientist Full TimeRemote until Pandemic

Company: Samay Consulting
Location: Medford
Posted on: November 18, 2020

Job Description:

Senior Data Scientist ( Data Scientist having experience in developing pricing model, pricing algorithm in consumer sales especially car sales field. ) Medford, Oregon Full Time Position Overview Areas of Responsibility bull Develop pricing, personalization and product optimization, operation optimization algorithm from a large array of proprietary datasets, and apply cutting edge methods in machine learning, experimental design, simulation and optimization, and statistics to a wide range of problems bull Architect and manage a broad degree of data-science specific programs, products, and projects bull Assist with transitioning pre-existing PoC software efforts into scalable enterprise applications in Azure bull Define areas of opportunity within the business where cutting-edge technology can be applied bull Develop a granular machine learning practice within client to enable broad areas of the business to benefit from modelling their respective data stores within neural nets bull Use modelling to directly influence high-visibility business cases and operational strategy bull Provide compelling reporting on cross-functional aspects of the business bull Experiment on datasets to find aspects of optimization or opportunities that may be unknown bull Bolster recommendations and methodology decisions with 2D and 3D plots that help stakeholders visualize complex components of analysis like support vector machines, stochastic gradient descent, k-nearest neighbor clustering, etc. bull Assist the Data Infrastructure and Data Engineering teams in architecting key components of the larger Master Data Management paradigm to ensure validity of the insights drawn from models bull With the support of internal DevOps, help configure and maintain the cloud environments that permit access to the ML and deep learning models bull Recommend specific toolsets, processes and approaches to help client sustain a highly maintainable and competitive data science environment bull Document analysis methodologies, models, assumptions, error measurements, data sources and transformations, and toolsprocesses used Additional Qualifications The following knowledge, skills and abilities are needed to be successful in this position bull Fluency in one or more of the industry standard tools for employing ML bull Having experience of developing and implementing statistical modeling solutions on big data platforms using tools like Python, Spark, Hadoop, Kafka, etc. bull Having experience of developing and maintaining different ETL pipelines to ingest, store and process data from a variety of sources ranging from APIrsquos to web scraping. bull Rudimentary grounding for managing analysis within environments and languages like KNIME, SPSS, AnacondaPython, R, and SQL bull Experience working with very large datasets (millions of records hundreds of data dimensions) bull Experience building ad hoc reporting to suit quickly shifting analysis needs bull Ability to convey extremely nuanced technical stats and math subjects and rationale to less technical stakeholders bull Broad dev ops competency including the ability to manage deploying proof of concept apps within a cloud environment bull Strong attention to detail and sense of urgency Preferred Qualifications The following knowledge, skills and abilities are preferred to be successful in this position bull 3 years of experience doing quantitative analysis, with proven experience delivering results on research or analytics projects bull B.S. in Math, Physics, Engineering, Computer Science, or Statistics. Graduate degree preferred. bull Strong understanding of statistics, experimental design and data mining methods bull Knowledge of other programming languages (e.g., Python, Java, or .Net) andor experience with large data sets (e.g., Hadoop) is a plus bull Experience with modern front-end frameworks (i.e. VueAngularReactetc.) bull Experience architecting enterprise applications for a SaaS company bull Experience with computer vision, NLP, and intentsentiment detection bull Experience with Azure Cognitive Services including AutoML bull Experience with typical ETL processes bull Familiarity with GIS and geodetic analysis concepts

Keywords: Samay Consulting, Medford , Senior Data Scientist Full TimeRemote until Pandemic, Other , Medford, Oregon

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