Capitec Bank Data Scientist Jobs in South Africa

Capitec Bank Data Scientist Jobs in South Africa

Purpose Statement

To assist in building and delivering the AI strategy to ensure Capitec is able to compete in a fast changing landscape where data science is a key future-oriented strategic differentiator.

To help automate and improve processes through data science, and create new products and services, and assist with improved decision making based on data.

To design and implement machine learning models to better understand the drivers of business performance and enable improved management decision-making.

Education (Minimum)

Honours Degree

Education (Ideal or Preferred)

Masters Degree

Knowledge and Experience

Minimum

Knowledge:

Solution and experimental design for model development

Machine learning development and underlying theory and assumptions of techniques.

Predictive modelling techniques (statistical and machine learning) and deployment

Source control systems e.g. Git, Bitbucket, or SourceTree

Relational database technologies

Data Science lifecycle and applicable skills within

Experience:

2-5 years working experience in data science, machine learning and integration of developed solutions

Business analysis and requirements gathering

Reproducible coding experience and working with source control tools e.g. Git, Bitbucket

Experience in deploying models into production
Spark, Hadoop or similar big data coding experience

Working in remote environments, e.g. Docker, Linux

Working in cloud environments, e.g. Azure,

AWS

Ideal

Knowledge:

Data analysis

Solution and experimental design

Machine learning model architecture (technical design and implementation processes)

Specialist in one or more specific machine learning competencies, e.g. NLP, Deep Learning etc.

Understanding of:

Underlying theory and application of machine learning models must be able to understand underlying principles and theory and be able to teach others.

Best practices for data science

Ethical AI design principles

Capitec Data Science lifecycle

Capitec DPLC

Experience:

Exposure to leading in multiple functional/technical areas

Skills

Analytical Skills

Attention to Detail

Communications Skills

Numerical Reasoning skills

Problem solving skills

Additional Information

Clear criminal and credit record

How to Apply

For more information and job application details, see; Capitec Bank Data Scientist Jobs in South Africa

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