Job Description
About the Role
Lexdan Select is seeking an experienced Data & ML Engineer to design, build, and maintain automated end-to-end data pipelines, developing a Single Source of Truth (SSOT) database, and ensuring AI/ML readiness for predictive analytics, automation, and advanced insights.
Key Responsibilities
- Design, build and maintain automated end-to-end data pipelines integrating internal and external systems into a centralized data platform.
- Develop and manage a Single Source of Truth (SSOT) database, consolidating data from ERP, OT/IoT, SharePoint and other enterprise systems.
- Build scalable data ingestion frameworks, including API integrations, SQL procedures and ETL/ELT pipelines.
- Design and maintain scalable data models (staging, core, marts and feature sets) to support reporting, analytics and machine learning.
- Ensure data platforms and pipelines are AI/ML-ready, supporting predictive analytics, automation and advanced insights.
- Enforce data governance, security, documentation and change management standards, while collaborating with business units to improve data quality and integration.
Requirements
- Degree in Computer Science, Information Systems, Engineering, Mathematics or a related field.
- 5+ years’ experience in data engineering or data platform development at a senior or lead level.
- Strong programming capability in Python and SQL, with experience designing scalable data architectures.
- Hands-on experience with API integrations, ETL/ELT frameworks, automated workflows and production data environments.
- Solid understanding of data modelling, machine learning concepts and preparing data for ML-driven analytics.
Qualifications
No specific qualifications mentioned in the original job description.
How to Apply
Click the green “Go Apply” button below to apply directly online with the employer.
About Automotive Technician Jobs in Western Cape
In the Western Cape region of South Africa, the automotive industry is a significant sector with many opportunities for skilled technicians. Generally, the demand for trained and experienced automotive technicians remains high, driven by the constant need for maintenance and repairs in the province’s fleet of vehicles.
Typically, salaries for automotive technicians in the Western Cape can vary widely depending on factors such as experience, company size, and industry sector. While broad salary ranges are difficult to pinpoint, it is common for entry-level technicians to earn between R30 000 and R50 000 per annum, with more senior roles potentially commanding higher salaries, often ranging from R60 000 to R100 000 or more, depending on qualifications, experience, and specific company requirements. However, these figures are only general guidelines and may not reflect the actual compensation for individual positions.
Common skills required for automotive technicians in Western Cape include mechanical aptitude, problem-solving abilities, excellent communication skills, and a strong understanding of vehicle systems and components. Additionally, many employers place a high value on technical certifications, such as those offered by the National Association of Automobile Engineers (NAFE) or the South African Bureau of Standards (SABS). Other valuable assets often include proficiency in diagnostic tools, experience with computerized engine management systems, and a basic understanding of electrical and electronic systems.
The automotive industry sector in Western Cape commonly employs technicians across various sub-sectors, including manufacturing, financial services, transportation, and government. In the manufacturing sector, for example, technicians may work on assembly lines, inspecting and maintaining vehicles to ensure they meet quality standards. In contrast, those working in the financial services sector might focus on servicing luxury vehicles owned by high-net-worth individuals or companies.
Career development opportunities are also available for automotive technicians in Western Cape, with many employers providing training programs or career advancement schemes. Typically, technicians can progress from junior roles to senior positions, such as team leader or supervisor, after gaining several years of experience and completing relevant training or certifications.
This information provides general career guidance. Actual salaries and requirements vary by employer.
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