Job Description
About the Role
E-Merge, a reputable bank with decades of experience in the financial services sector, is seeking an experienced Lead Data Scientist to design, develop, and deploy advanced AI and machine learning solutions across the organization. The ideal candidate will combine deep technical expertise with strong analytical and leadership skills to drive data-driven decision-making, work with unstructured and structured datasets, and deliver measurable business impact.
Key Responsibilities
- Lead the design, development, and deployment of ML and AI models (Linear, 3-Phased, Deep Learning) across business-critical processes.
- Work end-to-end on AI projects, including the six key AI processes: data collection, data preprocessing, feature engineering, model development, model evaluation, and deployment/monitoring.
- Conduct real-time data screening and analytics for structured and unstructured data (location data, images, voice notes, text).
- Develop and maintain dashboards using tools such as R Shiny, Dash, and other BI platforms to communicate insights effectively.
- Drive ML Ops practices, including Responsible AI monitoring, model retraining, and performance tracking.
- Collaborate with cross-functional teams to identify opportunities for data mining and AI-driven optimization of business processes.
- Ensure AI-based solutions are production-ready, documented, and measurable, showing evidence of successful deployment.
- Provide technical leadership and mentorship to junior data scientists and analysts.
- Manage data infrastructure and pipelines using Big Data frameworks (Hadoop, Spark, I-Spark, Spark-R), AWS, Kafka, and SAS Viya.
Requirements
- Master’s or PhD in Data Science, Statistics, Computer Science, Physics, or related field.
- Programming & Tools: Python, R, SQL, SAS Viya, Spark-R, I-Spark, TensorFlow/PyTorch.
- Big Data & Cloud: Hadoop ecosystem, AWS, Kafka, Confluence.
- Analytics & AI: Machine Learning, Deep Learning, AI-based solutions, model deployment, ML Ops.
- Data Handling: Experience working with structured and unstructured data (text, images, voice, geolocation).
- Visualization & Reporting: R Shiny, Dash, Power BI, and other dashboarding tools.
- Soft Skills: Strong analytical thinking, problem-solving, leadership, and collaboration skills.
- Experience: Proven track record of end-to-end AI/ML project delivery and evidence of successful model deployment.
Qualifications
No formal education or certifications mentioned in the original job description.
How to Apply
Click the green “Go Apply” button below to apply directly online with the employer.
About Other IT/Computer Jobs in Gauteng
The IT and computer industry is one of the most dynamic and growing sectors in Gauteng, with a thriving job market that offers a wide range of opportunities for career advancement.
In terms of salary ranges, IT professionals in Gauteng can expect to earn anywhere from R800 000 per annum for junior positions to over R2 million for senior executives. The average salary for software engineers is around R1.5 million, while data analysts can earn between R900 000 and R1.2 million. With experience and skills, IT professionals in Gauteng can expect significant salary increases, with some roles offering bonuses and benefits that can increase their overall remuneration.
To succeed in the IT industry in Gauteng, candidates need to possess a range of key skills, including programming languages such as Java, Python, and C++, as well as experience with databases, cloud computing, and cybersecurity. Strong problem-solving skills, attention to detail, and excellent communication skills are also essential for success in this field. Additionally, knowledge of ITIL (Information Technology Infrastructure Library) and Agile methodologies can be highly valued by employers.
Several major companies and industries in Gauteng are currently hiring IT professionals, including technology firms such as Microsoft, IBM, and Oracle, as well as banks and financial institutions like Standard Bank and Nedbank. The finance industry is also a significant employer of IT staff, with roles ranging from software development to data analytics and cybersecurity.
Career growth opportunities are abundant in the IT industry in Gauteng, with many companies investing heavily in employee training and development programs. With experience and skills, IT professionals can move into senior leadership positions or start their own businesses, while also pursuing further education and certifications. The Johannesburg Stock Exchange (JSE) is also a significant employer of IT staff, with roles ranging from software development to data analytics and cybersecurity.
Overall, the IT industry in Gauteng offers a wide range of exciting career opportunities for job seekers with the right skills and experience. With salaries that are competitive with those offered by major companies globally, there has never been a better time to pursue a career in this dynamic and rapidly evolving field.
This information provides general career guidance. Actual salaries and requirements vary by employer.
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