Data Scientist Skill Assessment
ANZSCO
2241152022List
CSOL
Descriptions
Applies analytical techniques and scientific procedures to large datasets by creating advanced algorithms and data models. Builds and deploys machine learning frameworks to obtain information for strategic planning and decision making.
Job Description
- Defining, analysing and solving complex financial and business problems relating to areas such as insurance premiums, annuities, superannuation funds, pensions and dividends
- Examining financial projections for general insurance companies, finance companies, government and other organisations
- Designing new types of policies, assessing risks and analysing investments in life insurance, superannuation funds, health insurance, friendly societies, financial markets and other areas
- Formulating mathematical models to simulate processes
- Applying models to experimental observations, and adjusting and recasting the models
- Using numerical analysis methods to develop algorithms and perform computations
- Liaising with management and clients to determine the subject or area to be surveyed or examined
- Specifying the data to be collected, and the methodology to be used in collection and analysis
- Evaluating and describing the reliability and utility of source information
- Analysing and interpreting data, and producing relevant statistics to describe and infer particular trends and patterns
- Data mining and data cleansing to discover trends to extract insight
- Building and deploying machine learning frameworks