Data Analytics
Apply data extraction and analytic methods to analyse and evaluate financial and non-financial information and provide business intelligence
Type
Functional
Competency Area
Digital and Data Management
Levels
Apply data extraction and analysis using software
Generate reports on trends to aid management decision making
Generate reports on risks to aid management decision-making
Extract and validate data for analysis
Use applicable software for data extraction and analysis
Integrate information from multiple datasets
Apply data modelling techniques to identify underlying trends and patterns in data using statistical computing tools, methods and procedures
Identify patterns across multiple data sets to derive insights
Develop hypotheses for implementing data analytics activities
Use appropriate analytics platforms, analytical tools, statistical methods and analytical approaches given specific analytics and reporting requirements
Analyse financial and non- financial information using analytics and business intelligence tools
Distil data to determine patterns, provide information and anticipate future outcomes
Support data-driven tactical and strategic decision-making
Align the outputs or reports of corporate information systems with the changing needs of those reading and using the reports, to improve support of activities such as benchmarking, decision-making and planning
Use business intelligence tools
Define research objectives for data analytic activities
Review data to ensure that planning parameter are captured in extracted datasets
Evaluate financial and non- financial information to obtain business insights
Lead the implementation of the data science strategy, procedures and metrics to support requirements
Analyse and interpret financial and non- financial data, including big data
Identify and evaluate significant features of performance, including both financial and non- financial relevant performance indicators
Synthesise critical findings and insights within the business context to make inferences and business decisions
Highlight inconsistencies in information through analysis and the application of knowledge
Exploit technologies, such as big data tools, cloud resources, and smart software, to improve backward- looking and forward- looking analysis