Lead Data Analyst
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Lead Data Analyst, Business Intelligence Specialist, and Data Engineering Professional with 10+ years of experience delivering enterprise analytics, business intelligence, data engineering, and reporting solutions across leading organisations including the South African Reserve Bank (SARB), FlySafair, SAICA/ISFAP, BMW Group, and multiple public and private sector enterprises. Proven track record of designing and implementing scalable data warehouses, ETL/ELT frameworks, enterprise data models, and executive reporting solutions that enable strategic decision-making and operational excellence. Experienced in data analytics, exploratory data analysis (EDA), statistical analysis, business intelligence, data governance, metadata management, data quality, data profiling, and enterprise reporting.
Advanced expertise in SQL, Power BI, Microsoft Fabric, SSIS, Azure, Qlik Sense, QlikView, data modelling, and data warehousing, with a strong ability to transform complex datasets into actionable business insights that drive performance improvement, risk management, compliance, and business growth. Recognised for partnering effectively with executive stakeholders and cross-functional teams to translate business requirements into scalable analytical solutions, optimise data structures and reporting frameworks, establish governance and metadata standards, and deliver high-impact dashboards, automation initiatives, and data-driven recommendations. Proven success leading analytics initiatives across financial services, banking, aviation, mining, education, government, and technology sectors, while mentoring teams and driving continuous improvement in data management and decision-support capabilities.
Lead Data Analyst at 4th Generation Technologies (2025-10 – Present)
As Lead Data Analyst at 4th Generation Technologies, I lead data strategy, business intelligence initiatives, and enterprise analytics solutions across multiple industries, including financial services, mining, aviation, government, and technology. I design and implement scalable data architectures, data warehouses, enterprise data models, and reporting environments that support strategic decision-making and operational excellence. My role involves leading end-to-end analytics projects, conducting exploratory data analysis (EDA) and statistical analysis to identify trends, patterns, and performance opportunities, while delivering actionable insights through dashboards and automated reporting solutions.
I work closely with stakeholders to gather business requirements, perform gap analyses, identify automation opportunities, and translate business needs into data-driven solutions. In addition, I develop and maintain metadata repositories and data dictionaries, optimize data structures and reporting frameworks for performance and scalability, and present analytical findings and business cases to executive stakeholders. I also provide leadership across digital transformation initiatives, driving innovation and delivering strategic recommendations that improve business performance, governance, and decision-making.
Lead BI Data Analyst at South African Reserve Bank (2025-03 – 2025-09)
Led enterprise-wide data discovery, data profiling, metadata management, and data governance initiatives at the South African Reserve Bank (SARB), supporting the organisation's regulatory, operational, and strategic objectives. Conducted comprehensive data quality assessments, data lineage analysis, and data lifecycle reviews across critical business domains to identify data risks, improve data integrity, and strengthen governance and compliance frameworks. Developed and maintained metadata repositories, data dictionaries, business glossaries, and lineage documentation to enhance data transparency, traceability, and accessibility across the enterprise.
Collaborated closely with business and technical stakeholders to identify data gaps, resolve data quality issues, optimize data management processes, and establish best practices for data governance. Leveraged advanced data analysis and reporting techniques to deliver actionable insights and executive-level recommendations that informed decision-making and supported enterprise-wide data management initiatives.
Senior Data Analyst at Fly SAFAIR (2024-03 – 2025-02)
As a Senior Data Analyst at FlySafair, I delivered advanced analytics, business intelligence, and data modelling solutions that supported operational and commercial decision-making across the organisation. I performed exploratory data analysis (EDA), trend analysis, and performance monitoring on large and complex datasets to identify business opportunities, operational efficiencies, and key performance drivers.
Power BI, QlikView, and Qlik Sense, I designed and developed executive dashboards, automated reporting solutions, and performance monitoring frameworks that provided actionable insights to business leaders. I managed end-to-end ETL processes, developed scalable data models, and implemented data quality improvements to ensure the accuracy, reliability, and accessibility of critical business information. Additionally, I developed predictive and forecasting models to support operational planning, revenue optimisation, and strategic initiatives, enabling data-driven decision-making across multiple business functions.
Senior Data Analyst at SAICA / ISFAP (2019-01 – 2024-02)
As a Senior Data Analyst at SAICA's Ikusasa Student Financial Aid Programme (ISFAP), I led enterprise data and analytics initiatives focused on student lifecycle management, bursary administration, financial performance, and operational reporting. I designed and implemented a centralized data warehouse integrating student information from high school through university using robust ETL processes, establishing a single source of truth for enterprise reporting and analytics. I developed and maintained enterprise data models, reporting frameworks, and executive dashboards using SQL, SSIS, SSRS, and Power BI, enabling data-driven decision-making across the organisation.
By implementing an enterprise Power BI reporting framework supporting over 3,000 student records, I reduced monthly reporting preparation time from five days to under two hours while significantly improving reporting accuracy, visibility, and operational efficiency. Additionally, I led data governance, metadata management, and data quality initiatives, establishing reporting standards and best practices that improved data consistency, usability, and compliance. Through advanced analytics, root cause analysis, and stakeholder engagement, I delivered strategic insights and recommendations that supported organisational planning, funding allocation, and business performance objectives.
I also mentored and developed junior analysts, providing technical leadership and supporting their progression into Business Intelligence Engineering roles.
IT Analyst at BMW Group (2017-01 – 2018-12)
As an IT Analyst at BMW Group, I supported enterprise IT and reporting initiatives by analysing business requirements, optimising system performance, and implementing technology solutions that enhanced operational efficiency. I collaborated with cross-functional teams to translate business needs into scalable IT solutions, troubleshoot system issues, and support continuous improvement across critical business functions. Additionally, I developed reports and dashboards using QlikView, analysed existing systems to identify improvement opportunities, and provided user training and technical support.
I worked closely with stakeholders across South Africa, the United Kingdom, Brazil, and the United States, ensuring effective communication and alignment of technology solutions with business objectives.
Junior Data Analyst at Momentum (2016-09 – 2017-01)
As a Junior Data Analyst within Momentum Short-Term Insurance, I supported risk analysis, underwriting, claims analytics, customer segmentation, and reporting initiatives. I analyzed large datasets to identify trends, assess risk exposure, detect potential fraud patterns, and support pricing strategies. I developed reports and dashboards that provided stakeholders with actionable insights, contributing to improved decision-making and operational efficiency.
System/Business Analyst at DIGIATA (2016-01 – 2016-08)
As a System/Business Analyst at Digiata, I supported the analysis, design, testing, and implementation of enterprise technology solutions. Working closely with stakeholders, I translated business requirements into system solutions, conducted testing and troubleshooting, and contributed to quality assurance initiatives. During my assignment at Nedbank, I worked on Adobe Forms development, database management, and data analysis projects, collaborating with business teams to deliver solutions that improved operational efficiency and data integrity within the financial services environment.
IT Services Consultant at University of Pretoria (2012-01 – 2015-12)
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Matric – Prestige College (2009-12)
Bachelor of Commerce in Informatics – University of Pretoria (2015-12)
Certificates in Advanced SQL, Advanced Excel, Power BI & Digital Marketing, SSIS, SSRS, Data Warehouse – Udemy (2018-01 – 2023-12)
