Brief description The main purpose of this position is to build business infrastructure that automates extremely high volumes of data and to solve data scaling challenges to maintain a stable data architecture solution that drives various analytical initiatives within the South African Reserve Bank's Financial Surveillance Department (FinSurv). This work will be performed in collaboration with the Business Solutions and Technology Department (BSTD).
Detailed description The successful candidate will be responsible for the following key performance areas:
Design and implement data strategies and systems in collaboration with BSTD and business subject matter experts to create and maintain data architecture that drives various FinSurv initiatives. Build infrastructure to automate high volumes of data and creatively solve data volumes and scaling challenges. Work with team members and other stakeholders to contribute to the design and architecture of innovative solutions to complex problems. Collaborate with BSTD to build optimal data extraction, transformation and loading from a wide variety of data sources using big data technologies. Assemble large, complex data sets to meet functional and non-functional business requirements. Identify, design and implement business process improvements by automating manual processes, optimising data delivery and redesigning infrastructure for greater scalability. Provide technical support to the Advanced Analytics Specialist during the design, development and implementation of self-learning applications (artificial intelligence and machine learning). Search and select appropriate data sets to run tests, ensuring algorithms generate accurate user recommendations. Keep abreast of developments in the industry regarding data engineering practices.
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