To collaborate in creating and delivering the AI strategy to ensure Capitec is able to compete in a fast changing landscape. The effective use of AI technologies will be a key strategic differentiator in the future.
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Job Responsibilities:
To collaborate in creating and delivering the AI strategy to ensure Capitec is able to compete in a fast changing landscape. The effective use of AI technologies will be a key strategic differentiator in the future.
To build, implement, improve and support the AI platform which will support delivery of the Capitec AI strategy.
Job Requirements:
Expert in Python and SQL
A relevant qualification in Information Technology – Computer Science or Engineering – Other
Experience with the modern software development best practices, e.g.
Experience deploying models to production version control, e.g. git
2+ yrs software development experience
Experience with ML frameworks and tools (e.g. pandas, numpy, scikit-learn, TensorFlow, Pytorch, Spark MLlib)
Experience with modern ETL, compute and orchestration frameworks, e.g. Apache Spark, Apache Flink, Apache Kafka, etc.
Development experience in both Windows and Linux
Strong analytical and problem-solving skills
Experience with cloud-based infrastructure, e.g. Azure, AWS, GCP; ideally AWS
Experience in building machine learning or AI systems
Experience working with Data Science platforms, e.g. Dataiku, Domino, etc.
Experience working with ML platforms, e.g. MLflow, Kubeflow, etc.
Experience with container technologies, e.g. Docker, Kubernetes
Experience building distributed systems
Experience with NoSQL databases
Proficiency in R language
Experience working in an agile team
Experience with microservice architectures
Masters Degree in Information Technology – Computer Science or Engineering – Other