
Melody Manyaka
@melodymanyaka
Lead ETL Developer / Data Engineer at ABSA Bank LTD, delivering Home Loans decision intelligence and executive data products.
What I'm looking for
At ABSA Bank LTD, I lead enterprise Business Intelligence, Data Engineering and Decision Intelligence capabilities for Home Loans. I partner with executive leadership to turn strategic priorities into executive dashboards and data products that improve portfolio performance, customer outcomes and operational efficiency.
At SARS, I spearheaded the design, development and deployment of the SARS Nerve Centre (Stars Room), enabling real-time operational monitoring and data-driven decisions. I also led a Power BI Cloud proof of concept that drove its full implementation, with security measures for sensitive tax data.
Across banking, financial services and retail, I’ve worked on enterprise data migration, modelling, governance and analytics. At African Sales Company, I managed the BI Programme and a team of three Data Analysts; earlier at ABSA Bank LTD, I developed statistical models and generated leads for campaigns.
Experience
Work history, roles, and key accomplishments
Lead ETL Developer / Data Engineer
ABSA Bank LTD
Nov 2020 - Present (6 years)
Leads enterprise Business Intelligence, Data Engineering, and Decision Intelligence capabilities for Home Loans, partnering with executive leadership to translate strategic priorities into actionable insights and data products.
Led enterprise data migration and modelling initiatives, aligning data architecture to MIS governance and operational needs, including migration from legacy EDW to Azure Data Lake.
Business Intelligence Manager
African Sales Company
Jan 2019 - May 2019 (4 months)
Managed actions to ensure financial results are understood and analysis is provided to improve projected and budgeted financial performance, translating market opportunities into data-driven recommendations.
Business Intelligence Technical Lead
SARS
Jan 2014 - Jan 2019 (5 years)
Built the SARS Nerve Centre (Stars Room), pioneered Power BI Cloud adoption, and established data security and governance protocols to protect sensitive tax data.
Management Consultant (BI / BA Analyst)
IQ Business Group (PTY) LTD
Oct 2012 - Jan 2014 (1 year 3 months)
Delivered data-driven insights and business analysis solutions for a major banking client, optimizing operational processes and enabling strategic decision-making through analytics.
Business Intelligence Business Analyst
Nedbank LTD
Aug 2011 - Aug 2012 (1 year)
Contributed to the full lifecycle implementation of the BSM Cluster Data Warehouse, including design, ETL integration, testing, and production release, and drove data management optimization.
Translated business requests for data into technical requirements, produced reports on a daily, weekly, and monthly basis, and automated reporting functions to reduce repetitive tasks.
MIS Specialist / Statistician
ABSA Bank LTD
Dec 2007 - Jul 2010 (2 years 7 months)
Enhanced divisional effectiveness by understanding and satisfying business information requirements, including developing statistical models and generating leads for new campaigns.
Education
Degrees, certifications, and relevant coursework
Wits Business School
Postgraduate Diploma in Business Administration, Business Administration
2026 -
Currently pursuing a Postgraduate Diploma in Business Administration, expected to complete in the future.
GIBS in partnership with Masterstart
Leadership Development Programme, Leadership
2024 - 2025
Completed the Leadership Development Programme from November 2024 to November 2025.
University of the Free State
Bachelor of Commerce, Information Technology
2002 - 2005
Completed a Bachelor of Commerce in Information Technology from the University of the Free State from July 2002 to December 2005.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
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