Sr. Data Scientist - Poly - 2174
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Role details
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Job description
Insight Global is seeking an experienced Data Scientist to help provide a classified organization with data-driven business analysis to support senior organizational leaders. This individual will use natural language processing (NLP) and associated data preparation to help identify challenges and opportunities for the customers external stakeholders and working groups. Our team is seeking someone experienced in SQL and Python to transform the Sponsor’s structured and unstructured data into clear and supported analytic insights to help customers with decision making related to production, resources and personnel.
Duties * Conduct sophisticated analysis using deployed tools and natural language processing. * Analyze large amounts of raw data, including text data, to provide business insights. * Preprocess or clean structured and unstructured Sponsor data, including text data. * Design and implement advanced ETL code and table configurations for complex data sets. * Use Structured Query Language (SQL) in Sponsor’s Oracle database to develop and organize relevant information with supporting analytics. * Independently, or with a team, author analytic publications and produce ad-hoc reports to include data visualizations using the Sponsor’s templates. * Stay current with the Sponsor’s enterprise metadata collection tools. * Implement the Sponsor’s existing coordination process. * Provide technical education to staff on an ad-hoc basis. * Provide subject matter expertise in NLP to support Sponsor’s initiatives
Requirements
- Active TS clearance with FS Poly * Experience writing Python scripts that pull data from web-based APIs and relational databases * Experience performing NLP tasks * Experience using Python NLP packages (Spacy, Gensim, NLTK, Scikit) * Demonstrated professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries * Demonstrated professional or academic experience with version control systems such as Github and Jenkins * Working knowledge with Java or C#
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