OMF Quantitative Analyst (Decision Scientist)
Pinelands, South Africa
Old Mutual Limited
Old Mutual Limited (OML) is a premium African financial services group that offers a broad spectrum of financial solutions to retail and corporate customers.Let's Write Africa's Story Together!
Old Mutual is a firm believer in the African opportunity and our diverse talent reflects this.
Job Description
Old Mutual Finance is currently seeking to hire a OMF Quantitative Analyst (Decision Scientist). The successful candidate is individually accountable for designing, producing, analysing and documenting a range of predictive models across the entire credit life cycle. The successful incumbent will report to the OMF Head of Model development.
Your key responsibilities will include:
Keeping clear and concise code pertaining to data extraction, preparation, and model development.
Building and maintaining strong relationships with business stakeholders across the Credit Lifecyle.
Providing project specific insights to main stakeholders on a regular basis.
Providing business insights to stakeholders on an ad-hoc basis.
Linking model performance with portfolio performance. Understanding what impact degradation\improvement in model performance has on the business.
Analysing reasons for general movements and shifts in the portfolio, in an attempt to prevent portfolio deterioration. Creating propensity models to prevent these negative shifts.
Maintaining detailed technical documentation pertaining to all models developed.
Maintaining adequate technical documentation regarding the modelling methodologies used in the model development process.
Assisting with the governance process to obtain approval for new and enhanced models at technical committees and model approval committees.
Presenting of analytical results and proposals to both technical and non-technical committees and providing commentary as required.
Continuously seeking ways to improve the modelling methodologies, keeping in mind any\all imposed limitations within the credit lifecycle.
Supporting junior team members and conducting knowledge sharing sessions within the team, and greater analytical team, when necessary.
Minimum Requirements:
Degree with Stats/Math/Applied Maths/Financial Risk Management/Data Science/Engineering/Computer Science or related disciplines.
SQL proficiency.
R or Python proficiency.
Exposure to extracting data from databases is compulsory.
Exposure to bureau data is advantageous.
Minimum 3 years’ experience in building scoring or predictive models
Data Collection and Analysis
Use data from a wide range of sources to analyze key themes and identify possible impacts on the business.
Data Exploration
Conduct research and select relevant information to enable analysis of key themes and trends using primary data sources and business intelligence tools.
Advanced and Predictive Analytics
Run advanced and predictive analyses and perform model assessments, validation, and enhancement activities, using predictive analytics' software tools and functionalities.
Risk Scenario Modeling
Analyze, assess, and quantify the risks associated with products, individual applications, business activities, and the market to determine whether any risk is within the agreed risk appetite. Undertake tactical risk modeling.
Insights and Reporting
Prepare and coordinate the completion of various data and analytics reports.
Information and Business Advice
Provide specialist advice on the interpretation and application of policies and procedures, resolving queries and issues and referring very complex or contentious issues to others.
Business Performance Metrics
Lead projects or area within the realm of business performance metrics involving identification, development, and tracking of key performance indicators.
Operational Compliance
Maintain and renew a deep knowledge and understanding of the organization's policies and procedures and of relevant regulatory codes and codes of conduct, and ensure own work adheres to required standards. Or identify, within the team, patterns of noncompliance with the organization's policies and procedures and with relevant regulatory codes and codes of conduct, taking appropriate action to report and resolve these and escalating issues as appropriate.
Personal Capability Building
Develop own capabilities by participating in assessment and development planning activities as well as formal and informal training and coaching; gain or maintain external professional accreditation, where relevant, to improve performance and fulfill personal potential. Maintain an in-depth understanding of technology, external regulation, and industry best practices through ongoing education, attending conferences, and reading specialist media.
Skills
Competencies
Business InsightCultivates InnovationManages ComplexityOptimizes Work ProcessesSituational AdaptabilityStrategic MindsetEducation
Bachelors Degree (B) (Required)Closing Date
25 January 2025 , 23:59The appointment will be made from the designated group in line with the Employment Equity Plan of Old Mutual South Africa and the specific business unit in question.
Old Mutual Limited is pro-vaccination and encourages its workforce to be fully vaccinated against Covid-19.
All prospective employees are required to disclose their vaccination status as part of the recruitment process.
Please refer to the Old Mutual’s Covid-19 vaccination policy for further detail. Kindly note that Old Mutual reserves the right to reinstate the requirement to vaccinate at any point if it is of the view that it is imperative to do so.
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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Business Intelligence Computer Science Engineering Finance Mathematics ML models Python R Research SQL
Perks/benefits: Conferences Team events
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