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Johannesburg: Model Validation Lead

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Job Description

Model Validation & Governance Lead independent validations of models, including credit risk, operational optimisation, financial crime, and marketing campaigns Ensure robust model governance and risk management processes are in place Design and implement challenger models using advanced machine learning techniques Technical Leadership & Research Provide subject matter expertise and oversight on technical reviews of models Research emerging algorithms and technologies to ensure models meet best practice standards Contribute to enhancing validation methodologies and frameworks Collaboration & Mentorship Partner with model development teams and stakeholders to provide effective challenge and assurance Mentor analysts, identify skills gaps, and support professional growth Skills & Experience: Minimum 6 years of experience in model development and validation within Data Science Strong technical expertise in tree-based methods, neural networks, clustering, anomaly detection, and advanced ML techniques Exposure to cloud platforms (AWS preferred) and emerging technologies such as large language models Ability to design and deliver end-to-end ML projects independently Excellent communication and stakeholder engagement skills Qualifications: Minimum: Honours Degree in Mathematics, Statistics, or Data Science Preferred: Masters degree in mathematics, Statistics, or Data Science For more information contact: Recruitment Consultant

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About IT / Computing / Software Jobs in Gauteng

In Gauteng, the IT and computing industry is a significant contributor to the province’s economy, with a steady demand for skilled professionals. Typically, this field is characterized by rapid technological advancements, innovative projects, and a high level of job satisfaction among employees. Generally, career prospects in this sector are strong, with a range of opportunities available across various industries.

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Salaries for IT and computing professionals in Gauteng can vary widely depending on factors such as experience, company size, and industry sector. While it is common to see salaries ranging from R400 000 to R1,200 000 per annum, these figures are only a general guideline and actual salaries may differ significantly. For instance, senior executives or technical leads with extensive experience may command higher salaries, while entry-level positions may start at lower levels.

Common skills required for IT and computing roles in Gauteng include proficiency in programming languages such as Java, Python, or C++, knowledge of cloud platforms like AWS or Azure, and experience with agile development methodologies. Additionally, understanding of data analysis and interpretation, cybersecurity principles, and IT project management are often essential. Familiarity with popular software applications, such as Microsoft Office 365 or Google Workspace, is also beneficial.

The financial services sector, technology industry, manufacturing sector, and government departments are among the common industries that employ IT and computing professionals in Gauteng. These sectors require a range of skills and expertise, from data analysis to network administration, making them attractive options for career development.

For those seeking a career in IT and computing, there are numerous opportunities for professional growth and development. Typically, career progression involves moving into senior roles or specialized positions, such as technical lead, solutions architect, or data scientist. Opportunities for further education and training, such as certifications or postgraduate studies, can also enhance job prospects. Generally, a strong understanding of industry trends, networking, and continuous learning are essential for success in this field.

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This information provides general career guidance. Actual salaries and requirements vary by employer.



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