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Work setting

• Consulting firm
• Information technology (IT) service provider

Responsibilities

Tasks

• Build predictive models
• Communicate the business and technical benefits of the analytic solution to both business and technical audiences
• Conduct research regarding availability and suitability of data
• Data Science
• Design methods of collecting and processing data to answer specific research questions
• Discover trends and patterns within large amounts of information
• Document technical requirements to ensure that products, processes and solutions meet business requirements
• Extract information from unstructured sets of data
• Highlight key data sources and the methodology to be used on a specific project
• Synthesize technical information through creation of data visualization
• Use ensemble modelling to combine multiple algorithms to obtain better predictive performance
• Develop and implement data administration policy, standards and models
• Research and document data requirements, data collection and administration policy, and data access rules

Supervision

• 1 to 2 people

Experience and specialization

Computer and technology knowledge

• Machine Learning
• R
• SQL
• Mapping and data visualization software
• Data analysis software
• Amazon Web Services (AWS)
• Hadoop
• React.js
• Python
• Big data