Valencia Mogale
@valenciamogale1
I am a data scientist in banking who delivers automated analytics, pricing models, and executive dashboards.
South AfricaWhat I'm looking for
I am an Analytics & Reporting professional with five years' experience in the banking sector, specialising in SAS, SQL, Excel and Power BI to translate complex data into clear, actionable business insights. I build automated reporting solutions, pricing models and executive dashboards that inform strategy and drive performance.
At FNB I designed pricing models, automated reconciliation reports (reducing manual effort by 60%), and developed Power BI dashboards adopted by executives for monthly reviews.
I partner with Finance, Product and Risk teams to define KPIs, ensure data integrity and present data narratives to senior stakeholders, and I seek roles where I can continue to scale analytics, automation and stakeholder impact.
Experience
Work history, roles, and key accomplishments
FNDesign and maintain pricing models for core banking products aligned to strategic profitability targets; automated monthly reconciliation reports with SAS and SQL, reducing manual effort by 60% and minimising errors. Developed Power BI dashboards adopted by executives for monthly performance reviews and led analytics for national pricing roadshows.
FNExecuted campaign targeting and pre/post analysis that increased campaign ROI by 18% and developed Excel financial models forecasting revenue for new investment products. Automated weekly and monthly sales-tracking reports with SAS and SQL, cutting report turnaround from 2 days to same-day delivery and improving executive visibility with Power BI dashboards.
Education
Degrees, certifications, and relevant coursework
GTGetSmarter (in partnership with University of Cape Town)
Short Course, Data Science with Python
Completed the Data Science with Python short course through GetSmarter in partnership with the University of Cape Town in March 2022.
UJUniversity of Johannesburg
Bachelor of Science, Mathematics and Economics (Financial Orientation)
2016 - 2019
Bachelor of Science in Mathematics and Economics (Financial Orientation) from the University of Johannesburg, completed 2019.
DZJ Mtebule High School
National Senior Certificate, Matric
2011 - 2015
Completed the National Senior Certificate (Matric) at DZJ Mtebule High School from 2011 to 2015.
Availability
Location
South AfricaAuthorized to work in
Job categories
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