Machine Learning Engineer III
Date: 19 Apr 2024
Location: Stellenbosch, Western Cape, ZA
Company: Capitec Bank Ltd
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We're on the lookout for energetic, self-motivated individuals who share our passion for service in the banking industry. To be part of the journey, follow the steps below:
1. To see what life at Capitec is all about and complete a short assessment, please click here!
2. Once you have completed the above finalize your application by clicking apply below.
Purpose Statement
- To enable Data Scientists and Decision Scientists to do work more efficiently; build, implement, improve and support platform improvements which will support 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.
Experience
Minimum:
NB. Length of experience for Machine Learning Engineers is conditional on the qualifications obtained
- Machine learning and software engineering experience
- Providing technical subject matter expertise, leading on complex data science/machine learning initiatives or projects in multiple technical areas.
- Providing Technical subject matter expertise oversight of data scientists / teams to support delivery of solutions to business.
- Guiding and leading technical teams to maintain ML standards and practices
Qualifications (Minimum)
- Masters Degree in Information Technology - Computer Science or Engineering - Other
Qualifications (Ideal or Preferred)
- n/a in Information Technology - Computer Science or Engineering - Other
Knowledge
- Expert theoretical knowledge of machine learning patterns and experience of implementation.
- Machine learning model life cycle • Understanding of distributed systems.
- Understand a broad range of data structures and algorithms, and which to use.
- Knowledge of engineering and operational excellence best practices.
- Ability to debug code through common troubleshooting techniques such as metrics, logs and traces.
- Predictive modelling techniques (statistical and machine learning) and deployment.
Skills
- Analytical Skills
- Decision making skills
- Planning, organising and coordination skills
- Problem solving skills
- Researching skills
Conditions of Employment
- Clear criminal and credit record
Capitec is committed to diversity, applications to this position will strictly be considered in support of our employment equity goals.