Job Description
Cape Town – Western Cape – South Africa
- Collaborate with Data Scientists, Software Engineers, and business stakeholders to define use cases and architecture for ML systems.
- Design and develop integrations with AI/ML technologies and data sources to leverage solutions for use cases.
- Work with AI/ML partners and internal teams to optimize and fine-tune AI models and use cases for performance, scalability, and accuracy.
- Deploy AI models and use cases into production environments, ensuring stability, reliability, and security.
- Monitor and evaluate the performance of deployed models and use cases, ensuring iterative improvements.
- Collaborate with Software Engineers to integrate AI/ML capabilities into existing or new software systems.
- Stay updated with the latest advancements in AI and Machine Learning research and apply relevant techniques to solve business challenges.
- Document and communicate AI solutions, methodologies, and best practices to technical and non-technical stakeholders.
- Design, implement, and maintain data ingestion, preprocessing, and feature-engineering workflows using Big Data frameworks (Spark, Hadoop) and SQL expertia.ai.
- Research, prototype, and productionize ML algorithms with Python and frameworks such as PyTorch, TensorFlow, LangChain, or Hugging Face.
- Implement AI solutions using programming languages (such as Python) and Machine Learning frameworks (such as LangChain, PyTorch, Tensorflow or Hugging Face).
- Support Data Scientists and other stakeholders with collecting, processing, and analysing datasets to train and validate AI models.
- Containerize and orchestrate workloads (Docker, Kubernetes) and deploy models on Azure ensuring reliability and cost efficiency.
- Implement data quality checks, versioning, and security best practices throughout ML pipelines in line with InfoSec standards.
- 3+ Years in AI/ML Engineering or Data Engineering roles, with end-to-end delivery.
- Proficiency in Python; familiarity with Java or R.
- Understanding of Machine Learning frameworks such as LangChain, PyTorch, Tensorflow or Hugging Face.
- Experience with data preprocessing, feature engineering, and model evaluation techniques.
- Familiarity with Big Data processing frameworks (such as Hadoop or Spark) and SQL.
- Experience with Databricks and Mosaic.
- Hands-on with cloud ML services (e.g., SageMaker, Azure ML) and CI/CD pipelines for model deployment.
- Knowledge of cloud platforms (such as AWS, Azure, or Google Cloud) and experience with deploying AI models on cloud infrastructure.
- Ability to adapt to a fast-paced, dynamic work environment and quickly learn new technologies and techniques.
- Curiosity to learn about Artificial Intelligence, Machine Learning, Deep Learning concepts and data insights engines.
- Strong problem-solving and analytical skills, with the ability to understand complex business requirements and translate them into AI solutions.
- Able to explain complex technical concepts to both technical and non-technical audiences.
How to Apply
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About Other IT/Computer Jobs in Western Cape
The Western Cape, situated on the south coast of South Africa, is home to a thriving IT industry that offers a diverse range of career opportunities for professionals with expertise in various fields.
The job market in the Western Cape is highly competitive, with many major companies and startups operating in the region. The province’s strategic location, combined with its well-developed infrastructure, makes it an attractive hub for businesses looking to establish themselves in Africa. As a result, there is a high demand for skilled IT professionals who can support the growth of these companies.
The average salary ranges for IT professionals in the Western Cape are as follows: software engineers and developers can expect to earn between R800 000 to R1 200 000 per annum; data scientists and analysts can range from R600 000 to R900 000; cybersecurity specialists can earn anywhere from R500 000 to R800 000; and IT project managers can command salaries ranging from R400 000 to R700 000. These figures are based on industry standards and may vary depending on factors such as experience, qualifications, and company size.
To succeed in an IT career in the Western Cape, professionals need to possess a range of key skills, including programming languages (Java, Python, C++), data structures and algorithms, software development methodologies, cloud computing (AWS, Azure, Google Cloud), cybersecurity principles, and excellent communication skills. Additionally, knowledge of industry-specific tools and technologies, such as SAP or Oracle, can be highly valued.
Several major companies and industries are actively hiring IT professionals in the Western Cape. For example, tech giants like IBM and Dell have a strong presence in the region, while financial institutions such as Standard Bank and First National Bank also have significant IT departments. The automotive industry is another major sector that employs IT professionals, with companies like Toyota and Volkswagen having operations in the province.
Career growth opportunities are plentiful for IT professionals in the Western Cape, with many companies offering training and development programs to help employees upskill and reskill. With experience, professionals can move into senior roles such as technical lead or manager, or transition into related fields like business analysis or consulting. The region’s entrepreneurial spirit also makes it an ideal location for startups, providing opportunities for IT professionals to launch their own businesses or join innovative companies that are shaping the future of technology.
This information provides general career guidance. Actual salaries and requirements vary by employer.
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