Apply data mining techniques and conduct statistical analysis to large, structured and unstructured data sets to understand and analyse phenomena. Model business problems, discovering insights and opportunities through statistical, algorithmic, machine learning and visualisation techniques, working closely with clients, data and technology teams to turn data into critical information used to make sound business decisions.

Develop and Maintain Scalable Data Infrastructure
Assist in creating and maintaining optimal data pipeline architecture, assemble large and complex data sets, and create databases optimized for performance across Standard Bank platforms.

Enable Data-Driven Insights
Build analytics tools that utilise data pipelines to provide actionable insights into customer acquisition, operational efficiency, and other key business metrics. Create data tools to support analytics and data science teams.

Support Data Migrations and Transformations
Assist in enabling and running data migrations across different databases and servers, perform thorough testing and validation to support data transformation accuracy, and contribute to machine learning model development.

Design and Develop ETL and Big Data Solutions
Design and develop scalable ETL packages and routines to populate databases, manage large-scale Hadoop platforms, and support growing data needs within the business.

Conduct Analysis and Optimisation
Perform ad-hoc data analyses, write SQL scripts, stored procedures, and proactively evaluate databases to identify and recommend improvements and optimisation strategies.

Collaborate Across Data and Business Teams
Liaise with the EDO team and collaborate with subject matter experts to select relevant data sources and translate business requirements into data mining and science outcomes.

Automate and Improve Internal Data Processes
Utilise data under supervision to discover tasks that can be automated and identify, design, and implement internal process improvements, such as automating manual tasks and re-designing infrastructure for scalability.