Senior Data Scientist
Johannesburg, 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
The Senior Data Scientist is responsible for analyzing, processing, and modeling data, then interpreting the results to create actionable plans that help solve business challenges and drive business results. This role will also involve developing and deploying AI and machine learning models, working with large language models (LLMs), and putting analytical products into production.This role reports to the Business Owner: Intelligent Analytics.
Key Result Areas
Operational Delivery
- Gather data and enable a centralized data knowledge management system that integrates sources into one platform
- Develop a process to aggregate data and then enable centralization
- Mine and analyze large sets of data to derive actionable insights and value from data
- Develop an approach and model for foresight generation
- Perform predictive analytics and data modeling to derive insights about future business decisions that improve customer experiences and business revenue
- Design, implement, and support the delivery of data solutions
- Assess the effectiveness and accuracy of new data sources and data-gathering techniques
- Develop analysis metrics and new reports to support critical business decisions
- Provide input on optimal data architecture to support effective data solutions
- Develop relevant data models, including statistical and machine learning models, to derive more value from data
- Guide data types and content that should maximize value
- Collaborate with stakeholders to understand current challenges and needs that should be met with data solutions
- Identify data tasks and processes that can be improved and automated
- Develop real-time data gathering, analytics, and reporting capabilities
- Launch performance dashboards
- Enable automation
- Integrate with data roles to ensure a holistic GMPAS overview
- Develop and deploy AI and machine learning models
- Work with large language models (LLMs) and prompt engineering
- Put analytical products into production environments
People
- Manage own performance
- Plan work over the applicable period
- Mentor and guide junior data scientists and analysts
Finance and Governance
- Understand, interpret and implement COE specific compliance requirements within GMPAS delivery e.g. POPI
Minimum Requirements
- Relevant degree or qualification.
- Extensive experience in data mining, modeling, and analytics.
- Deep knowledge of AI and machine learning techniques
- Experience with large language models (LLMs) and prompt engineering
- Sound knowledge of data analytics and reporting tools.
- Strong understanding of data models and architecture.
- Ability to integrate traditional research and insight with data.
- Proven track record of putting analytical products into production
Skills
Competencies
Business InsightCultivates InnovationDrives ResultsManages AmbiguityManages ComplexityPlans and AlignsSituational AdaptabilityStrategic MindsetEducation
Closing Date
30 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.
The Old Mutual Story!
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Data Analytics Data Mining Engineering Finance LLMs Machine Learning ML models Prompt engineering Research Statistics
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