Job Description
In order to be considered the following is required:
- Bachelors degree/ diploma in one of the following fields: Informatics, Computer Science, Statistics, Mathematics or Information Technology
- Proven experience working as a data scientist or in a similar role, preferably in the life and non-life insurance industry. Proficiency in programming languages such as Python, R or Java, as well as in data analysis and machine learning libraries (TensorFlow, PyTorch, scikit-learn)
- At least 4 years working experience in the following:
- Power BI (Essential)
- Azure Data Factories (Essential)
- Azure Synapse Analytics (Essential)
- Python / R, C++, C#, Java (Critical)
- Microsoft SQL Server (Critical)
- T-SQL (Critical)
- Strong understanding of statistical concepts, data modelling techniques and experimental design principles
- Must have prior experience developing business intelligence solutions in large or midsize companies
- Must be able to manage multiple tasks simultaneously and react to problems quickly
- Must have extensive experience with T-SQL
- Must be able to develop, maintain, review, and explain predictive models
- Understanding of the financial services industry desired, especially Insurance
- Experience using data visualization tools, e.g., Power BI
- Excellent problem-solving skills and the ability to translate business requirements into actionable insights.
- Experience with big data technologies (e.g. Hadoop, Spark, Kafka) and Cloud Platforms (e.g., AWS, Azure, Google Cloud Platform)
Responsibilities:
- Participate in the analysis, design, development, troubleshooting and support of the reporting and analytics platform
- Analyze complex datasets to identify trends, patterns and correlations
- Generate and test working hypotheses and interpret results to provide actionable insights
- Develop, implement and validate machine learning algorithms and statistical models
- Build and operationalize predictive models to unearth hidden insights
- Collaborate with actuaries, underwriters and other stakeholders to integrate data science solutions into existing workflows and processes
- Develop BI solutions using SQL, ETL scripting, business intelligence tools, database programming and reporting tools on the Microsoft BI Stack
- Build scalable data pipelines and infrastructure for collecting, processing, and analyzing large volumes of structured and unstructured data
- Automation of recurring processes and the monitoring thereof
If you would like to email your CV directly please send it to .za
Information displayed above not limited to advertisement.
Please consider your application as unsuccessful if you have not received a response within 14 days of submitting your application. However, please keep a lookout on our website, .za, for available positions which you may be suited for.
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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