Job Description
What you will be doing:
- Analyse complex datasets to identify trends, patterns, and correlations that drive actionable insights.
- Develop, implement, and validate machine learning algorithms and statistical models.
- Build, operationalise, maintain, and explain predictive models to business and technical stakeholders.
- Participate in the analysis, design, development, troubleshooting, and support of the reporting and analytics platform.
- Develop BI solutions using SQL, ETL scripting, database programming, and reporting tools on the Microsoft BI stack.
- Build scalable data pipelines for collecting, processing, and analysing large volumes of structured and unstructured data.
- Automate recurring analytical processes and monitor ongoing performance.
- Collaborate with actuaries, underwriters, and other stakeholders to integrate data science solutions into business workflows.
- Manage multiple tasks simultaneously and respond quickly to data-related issues.
What we are looking for:
- Bachelor’s Degree or Diploma in Informatics, Computer Science, Statistics, Mathematics, or Information Technology, or equivalent experience.
- 4+ years’ experience working as a Data Scientist or in a similar BI-focused role.
- Strong experience with Power BI, Azure Data Factory, and Azure Synapse Analytics.
- Advanced proficiency in Python / R, C++, C#, or Java.
- Extensive experience with Microsoft SQL Server and T-SQL.
- Strong understanding of statistical concepts, data modelling techniques, and experimental design principles.
- Experience developing BI solutions in medium to large organisations.
- Familiarity with the financial services industry, particularly insurance, is advantageous.
- Experience with machine learning libraries such as TensorFlow, PyTorch, and scikit-learn.
- Exposure to big data technologies (Hadoop, Spark, Kafka) and cloud platforms (Azure, AWS, GCP) is beneficial.
- Excellent problem-solving, communication, and stakeholder engagement skills.
Please note: If you do not hear from us within 3 weeks, consider your application unsuccessful.
How to Apply
Click the green “Go Apply” button below to apply directly online with the employer.
About Automotive Technician Jobs in Gauteng
The automotive technician industry in Gauteng is a significant sector, with many opportunities available to those passionate about the mechanics of vehicles. Generally, job seekers can expect a stable and diverse job market, with common positions including service technicians, mechanic supervisors, and vehicle inspectors.
Typically, salaries for automotive technicians in Gauteng are within the R400 000 – R800 000 per annum range, depending on factors such as experience, company size, and industry sector. For example, entry-level technicians may start around R300 000, while senior technicians with significant experience can earn upwards of R700 000. However, it’s essential to note that salaries can vary widely, and actual figures will depend on individual circumstances.
Common skills required for automotive technician roles include mechanical aptitude, problem-solving abilities, and excellent communication skills. Additionally, proficiency in diagnostic software, electrical system knowledge, and the ability to work with a variety of vehicle makes are often highly valued. Other essential skills may include attention to detail, time management, and teamwork.
The automotive sector is a diverse industry, employing technicians in various sectors such as financial services, technology, and manufacturing. Financial institutions, for instance, require technicians who can work on luxury vehicles, while the technology industry demands expertise in electric and hybrid vehicles.
Career development opportunities are plentiful in this field. Typically, technicians can progress to senior roles or move into management positions, overseeing teams of technicians. Some may also choose to specialize in specific areas, such as diesel engine repair or vehicle inspection. Others may opt for further education and training, pursuing careers in automotive engineering or related fields.
This information provides general career guidance. Actual salaries and requirements vary by employer.
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