Job Description
About the Role
As a critical component of Network Finance, our Model Validation Lead will provide technical expertise in validating advanced AI and ML models, mentor Analysts, and ensure adherence to governance standards. This role requires strong technical modelling skills and excellent collaboration to influence outcomes in a complex environment.
Key Responsibilities
- Provide subject matter expertise and guidance on the validation of models, particularly machine learning models
- Ensure that robust model governance and risk management processes are in place
- Lead independent validations across a range of models, including operational, risk, and analytics models
- Mentor and support Analysts’ professional development
- Design and implement challenger models using advanced ML methods
- Research new ML algorithms and methodologies to ensure that models follow best practice
- Ensure that models meet governance, regulatory, and internal standards
- Partner with development teams and stakeholders to provide challenges and assurance
- Contribute to the enhancement of model validation frameworks and best practices
Requirements
- 6+ years of proven experience in model development, with direct model validation or review experience preferred
- Strong technical expertise in tree-based methods, neural networks, clustering, anomaly detection, and other advanced ML/statistical techniques
- Experience with cloud platforms (AWS preferred) and emerging technologies, such as large language models, is a plus
- Ability to mentor and develop junior team members
- Excellent communication and stakeholder engagement skills
- Able to design and deliver end-to-end ML projects independently
- Experience with data mining, predictive modelling, and presenting findings to senior stakeholders
Qualifications
- Bachelor’s Degree in Maths/Stats or a related field
How to Apply
Click the green “Go Apply” button below to apply directly online with the employer.
About Tourism/Hospitality Management Jobs in Western Cape
The tourism and hospitality management industry in the Western Cape is a thriving sector, typically driven by the region’s natural beauty, rich history, and diverse cultural heritage. Generally, this field offers a wide range of job opportunities for individuals who are passionate about providing exceptional customer experiences and contributing to the growth of sustainable tourism practices. As with any industry, there are common challenges that face tourism and hospitality management professionals in the Western Cape, including managing seasonal fluctuations in demand, maintaining high standards of quality and service, and staying up-to-date with changing consumer trends.
Typically, salaries for tourism and hospitality management roles in the Western Cape fall within broad ranges. While exact figures can vary greatly depending on factors such as experience, company size, industry sector, and specific job requirements, generally speaking, entry-level positions may command salaries between R30 000 to R50 000 per annum, with more senior roles potentially ranging from R60 000 to R120 000 or more. However, it’s essential to note that these are broad estimates and actual salaries can differ significantly.
Common skills required for tourism and hospitality management roles include excellent communication and interpersonal skills, the ability to work effectively under pressure, a strong focus on customer service, and knowledge of hotel operations, marketing principles, and financial management. Many employers also place a high value on individuals with experience in front-of-house or back-of-house roles, as well as those who possess certifications such as hospitality diplomas or degree qualifications. Additionally, the ability to adapt to changing technology trends and data analysis skills are increasingly valuable in this industry.
The tourism and hospitality industry in the Western Cape commonly employs professionals from a variety of sectors, including accommodation providers, tour operators, event management companies, and travel agencies. Financial services sector employees often find roles in destination management companies or tourism boards, while those with experience in technology may be in high demand by online travel agencies or hotel chains. Manufacturing sector employees may also transition into hospitality management roles, particularly if they have experience working in customer-facing positions.
Career progression opportunities for tourism and hospitality management professionals are generally good, with many paths available to advancement and professional development. Common career paths include senior management roles, such as general manager or area manager, as well as specialized roles like conference and events management or destination marketing. With the right skills, experience, and attitude, individuals in this field can look forward to a rewarding and challenging career that offers opportunities for growth and professional fulfillment.
This information provides general career guidance. Actual salaries and requirements vary by employer.
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