Role Purpose:
To source data science capability for complementing the current internal capacity for fulfilment of the data management requirements (data extraction and analysis.)
Qualification and experience:
The selected candidates should have the following qualifications and experience.
- Minimum Honors degree in a Data Science related qualification, or
- Relevant/ Appropriate certification in Data Science
- Advanced knowledge of business information management,
- Highly skilled in advanced analytics and big data
- Relevant knowledge of statistical analysis tools; SQL and SAS
· At least 5 years advanced working experience in data analytics and business intelligence environment
· Knowledge of the enterprise data warehouse environment and creation of data marts.
· Experience in managing and using large data sets.
Resources Required
- DAI needs three experts at specialist level to work together with the current internal capacity. The work shall be done at the head office of our client, and they will be responsible for, amongst others, the following:
· Acquire, extract, process and synthesise datasets from the client systems. Meeting specified data standards required for general data requests, specialised data requests as well as ad hoc requests including analysis thereof to provide insights and identify revenue opportunities.
· Provide advisory support on big data, data analytics and data mining techniques and methods in order to fully utilise data to the benefit of the organisation.
- Develop, amend, update, and enhance available scripts to improve the extraction methods used.
· Assist with the practical implementation of the data management plan.
The output of the exercise is summarized as follows:
- Automated periodic provision of tax statistics
- Design and development (improvement) of models for the various tax products
- Satisfaction of requirements for National Treasury using SSIS package and other various tools as prescribed
Additional Output / Ad hoc tasks / General
- Improvements and enhancements to the NRCM server environment, processes to accommodate automation and Machine Learning functions.
- Explore automation functions and machine learning techniques to improve the data management and analysis processes.
Role Purpose:
To source data science capability for complementing the current internal capacity for fulfilment of the data management requirements (data extraction and analysis.)
Qualification and experience:
The selected candidates should have the following qualifications and experience.
- Minimum Honors degree in a Data Science related qualification, or
- Relevant/ Appropriate certification in Data Science
- Advanced knowledge of business information management,
- Highly skilled in advanced analytics and big data
- Relevant knowledge of statistical analysis tools; SQL and SAS
· At least 5 years advanced working experience in data analytics and business intelligence environment
· Knowledge of the enterprise data warehouse environment and creation of data marts.
· Experience in managing and using large data sets.
Resources Required
- DAI needs three experts at specialist level to work together with the current internal capacity. The work shall be done at the head office of our client, and they will be responsible for, amongst others, the following:
· Acquire, extract, process and synthesise datasets from the client systems. Meeting specified data standards required for general data requests, specialised data requests as well as ad hoc requests including analysis thereof to provide insights and identify revenue opportunities.
· Provide advisory support on big data, data analytics and data mining techniques and methods in order to fully utilise data to the benefit of the organisation.
- Develop, amend, update, and enhance available scripts to improve the extraction methods used.
· Assist with the practical implementation of the data management plan.
The output of the exercise is summarized as follows:
- Automated periodic provision of tax statistics
- Design and development (improvement) of models for the various tax products
- Satisfaction of requirements for National Treasury using SSIS package and other various tools as prescribed
Additional Output / Ad hoc tasks / General
- Improvements and enhancements to the NRCM server environment, processes to accommodate automation and Machine Learning functions.
- Explore automation functions and machine learning techniques to improve the data management and analysis processes.
Desired Skills:
- data analytics
- business intelligence environment
- enterprise data warehouse environment
- creation of data marts
- large data sets