Subscribe to Job Alert
Join our happy subscribers
Never pay for any CBT, test or assessment as part of any recruitment process. When in doubt, contact us
Capitec Bank is a South African commercial bank. As of February 2017 the bank was the third largest in South Africa with 120,000 customer opening new accounts per month. To simplify banking, we’ve developed an all-inclusive banking solution. Global One is the one solution that enables you to transact, save and access credit in realtime. We also believe...
Purpose Statement
To manage the machine learning function in Data Services to build, implement, improve and support the AI platform which supports delivery of the Capitec AI strategy.
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.
Qualifications (Minimum)
A relevant degree in Information Technology - Computer Science or Engineering - General
A relevant post graduate degree in Data Science
Experience
5+ years experience (at least 2 years team leadership)
2+ years software development experience
Expert in Python (or R) and SQL
Modern software development best practices e.g. agile software development, code reviews, unit testing, version control - git, CI/CD
Microservice architectures
ML frameworks and tools e.g. pandas, numpy, scikit-learn, TensorFlow, Pytorch, Spark MLlib
Modern ETL, compute and orchestration frameworks, e.g. Apache Spark, Apache Flink, Apache Kafka, etc.
Windows and Linux
Container technologies, e.g. Docker, Kubernetes
Cloud-based infrastructure, e.g. Azure, AWS, GCP; ideally AWS (advantageous)
Knowledge
People management principles
Stakeholder management
Business acumen
Basic principles of budgeting
Object oriented and functional programming in Python
Modern software development practices
SQL Database querying
Data life cycle
Machine learning concepts
Machine learning model life cycle
Microservice architectures
Competencies
Deciding and Initiating Action
Leading and Supervising
Relating and Networking
Persuading and Influencing
Applying Expertise and Technology
Learning and Researching
Delivering Results and Meeting Customer Expectations
Additional Information
Clear criminal and credit record
A valid driver's license and own vehicle is required
Willingness to work or be available overtime and / or weekends if required
Ability and willingness to work in an open plan environment
Contactable via own mobile phone
Build your CV for free. Download in different templates.
Join our happy subscribers