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CGI: A place to build an IT career
Descripción de la publicación:
CGI Federal is seeking a Data Scientist with strong Natural Language Processing (NLP) skills to assist with new work within a data science division. Our candidates truly need a hybrid skill set to successfully contribute in data science projects. In addition to data analysis, we need people that also have strong IT technical skills, predictive modeling skills, specialized modeling and research methods backgrounds, and given our frequent work on client business processes, optimization and simulation skills.
Sus futuros deberes y responsabilidades:
• Experience translating high-level project requirements into technical tasks.
• Data manipulation and data engineering experience involving structured and unstructured data. • Data manipulation expertise involving data extractions, data matching between multiple systems, transformations, cleansing, and loading. • Experience with big data and cloud platforms and toolset. • Ability to engineer and create complex research datasets by manipulating typically large volume transactional data for use by operations research analysts, economists and statisticians in advanced analytical research and studies. • Experience in developing predictive, prescriptive, optimization, and forecasting models, including the use of contemporary techniques such as support vector machines, neural networks, and gradient boosting. • Experience in interpreting results from statistical and mathematical models. • Experience in advance data visualizations and interpretation
Calificaciones requeridas para tener éxito en este rol:
• Bachelor's degree and 7+ years of experience OR Master's degree and 3+ years of experience
• Experience with modern machine learning libraries, including Keras, TensorFlow, PyTorch, MXNet, or MADlib. • Experience with OCR/HyperScience and handwriting to text translation experience preferred. • Required: Experience in R, Python, or SAS for complex data manipulation, statistical analysis, and machine learning. • Required: Experience with data visualization tools (e.g., Tableau, Bokeh, D3) or elastic stack (Kibana). • Required: SQL (preferable in distributed environment, e.g. Greenplum, Apache Hawq). • Experience using peer-collaboration tools, e.g., Confluence. • Experience using GIT or other version control systems. #cgifederaljobs
Análisis de Datos Modelización de datos Python
¿Qué esperas de nosotros?:
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