Tasks
· • Assess and troubleshoot applications software
· • Build predictive models
· • Communicate the business and technical benefits of the analytic solution to both business and technical audiences
· • Conduct business and technical studies to aid in decisions on system implementation or migration
· • Conduct research regarding availability and suitability of data
· • Confer with clients to identify requirements
· • Data Science
· • Design methods of collecting and processing data to answer specific research questions
· • Develop data mapping methods
· • Develop process and network models to optimize architecture
· • Develop queries and logic to generate reports
· • Discover trends and patterns within large amounts of information
· • Document data access rules
· • 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
· • Provide advice on the selection of automated anomaly detection systems
· • Research data collection and administration policy
· • Synthesize technical information through creation of data visualization
· • Use ensemble modelling to combine multiple algorithms to obtain better predictive performance
· • Design and develop database
· • Provide advice on information systems strategy, policy, management and service delivery
· • Assess physical and technical security risks to data, software and hardware
· • Operate database management systems to analyze data
· • Develop and implement data administration policy, standards and models
· • Develop policies, procedures and contingency plans to minimize the effects of security breaches
· • Develop and implement policies and procedures throughout the software development life cycle
· • Research and document data requirements, data collection and administration policy, and data access rules
· • Conduct reviews to assess quality assurance practices, software products and information systems
· • Develop policies and procedures for network access and usage and for the backup and recovery of data
· • Write scripts related to stored procedures and triggers
· • Resolve conflict situations
· • JavaScript Object Notation (JSON)
· • Robotic process automation
· • Usability testing